{"id": "b31b086", "room": "55824a6", "text": "Safety work has no metric, so it has no headcount", "url": "https://truecauses.org/c/55824a6/b31b086-safety-metric-headcount", "json": "https://truecauses.org/c/55824a6/b31b086.json", "embed": "https://truecauses.org/embed/55824a6/b31b086", "room_url": "https://truecauses.org/d/55824a6", "question": "Why do we stay inside echo chambers?", "kind": "barriers", "relation": "significantly influences", "source": "walkthrough", "demonstration": true, "room_is": "a walkthrough with stand-ins — a demonstration, not a finding", "stands": false, "stage": 6, "sealed": true, "root": false, "shortlisted": true, "leads_to": [], "comes_from": [], "links": [{"pair": "0416703>b31b086", "role": "effect", "other": {"id": "0416703", "text": "Recommendation systems are not inspectable from outside", "url": "https://truecauses.org/c/55824a6/0416703-recommendation-systems-inspectable"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 13, "abstain": 0}}, {"pair": "17ebc62>b31b086", "role": "effect", "other": {"id": "17ebc62", "text": "There is no reviewer who speaks the language of half the reports", "url": "https://truecauses.org/c/55824a6/17ebc62-reviewer-speaks-language-reports"}, "verdict": "no", "by": "panel", "votes": {"yes": 3, "no": 12, "abstain": 0}}, {"pair": "2c37127>b31b086", "role": "effect", "other": {"id": "2c37127", "text": "Ranking optimises for time spent, not for being informed", "url": "https://truecauses.org/c/55824a6/2c37127-ranking-optimises-time-spent-informed"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 12, "abstain": 1}}, {"pair": "5f51b66>b31b086", "role": "effect", "other": {"id": "5f51b66", "text": "The metric was chosen because it was easy to log", "url": "https://truecauses.org/c/55824a6/5f51b66-metric-chosen-easy-log"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 12, "abstain": 1}}, {"pair": "68cfa79>b31b086", "role": "effect", "other": {"id": "68cfa79", "text": "Automated removal is cheaper than being right", "url": "https://truecauses.org/c/55824a6/68cfa79-automated-removal-cheaper"}, "verdict": "no", "by": "panel", "votes": {"yes": 3, "no": 11, "abstain": 1}}, {"pair": "7b04501>b31b086", "role": "effect", "other": {"id": "7b04501", "text": "The rules are written in one country and applied in forty languages", "url": "https://truecauses.org/c/55824a6/7b04501-rules-written-country-applied-languages"}, "verdict": "no", "by": "panel", "votes": {"yes": 3, "no": 12, "abstain": 0}}, {"pair": "8883d3c>b31b086", "role": "effect", "other": {"id": "8883d3c", "text": "Researchers ask for data and legal says no", "url": "https://truecauses.org/c/55824a6/8883d3c-researchers-data-legal"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 13, "abstain": 0}}, {"pair": "8baea3e>b31b086", "role": "effect", "other": {"id": "8baea3e", "text": "The rules are forty pages and the decision takes twelve seconds", "url": "https://truecauses.org/c/55824a6/8baea3e-rules-decision-takes"}, "verdict": "no", "by": "panel", "votes": {"yes": 1, "no": 12, "abstain": 2}}, {"pair": "b31b086>0416703", "role": "cause", "other": {"id": "0416703", "text": "Recommendation systems are not inspectable from outside", "url": "https://truecauses.org/c/55824a6/0416703-recommendation-systems-inspectable"}, "verdict": "no", "by": "panel", "votes": {"yes": 1, "no": 14, "abstain": 0}}, {"pair": "b31b086>17ebc62", "role": "cause", "other": {"id": "17ebc62", "text": "There is no reviewer who speaks the language of half the reports", "url": "https://truecauses.org/c/55824a6/17ebc62-reviewer-speaks-language-reports"}, "verdict": "no", "by": "panel", "votes": {"yes": 0, "no": 14, "abstain": 1}}, {"pair": "b31b086>2c37127", "role": "cause", "other": {"id": "2c37127", "text": "Ranking optimises for time spent, not for being informed", "url": "https://truecauses.org/c/55824a6/2c37127-ranking-optimises-time-spent-informed"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 13, "abstain": 0}}, {"pair": "b31b086>5f51b66", "role": "cause", "other": {"id": "5f51b66", "text": "The metric was chosen because it was easy to log", "url": "https://truecauses.org/c/55824a6/5f51b66-metric-chosen-easy-log"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 13, "abstain": 0}}, {"pair": "b31b086>68cfa79", "role": "cause", "other": {"id": "68cfa79", "text": "Automated removal is cheaper than being right", "url": "https://truecauses.org/c/55824a6/68cfa79-automated-removal-cheaper"}, "verdict": "no", "by": "panel", "votes": {"yes": 0, "no": 14, "abstain": 1}}, {"pair": "b31b086>7b04501", "role": "cause", "other": {"id": "7b04501", "text": "The rules are written in one country and applied in forty languages", "url": "https://truecauses.org/c/55824a6/7b04501-rules-written-country-applied-languages"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 13, "abstain": 0}}, {"pair": "b31b086>8883d3c", "role": "cause", "other": {"id": "8883d3c", "text": "Researchers ask for data and legal says no", "url": "https://truecauses.org/c/55824a6/8883d3c-researchers-data-legal"}, "verdict": "no", "by": "panel", "votes": {"yes": 3, "no": 11, "abstain": 1}}, {"pair": "b31b086>8baea3e", "role": "cause", "other": {"id": "8baea3e", "text": "The rules are forty pages and the decision takes twelve seconds", "url": "https://truecauses.org/c/55824a6/8baea3e-rules-decision-takes"}, "verdict": "no", "by": "panel", "votes": {"yes": 2, "no": 11, "abstain": 2}}, {"pair": "b31b086>b8e1d41", "role": "cause", "other": {"id": "b8e1d41", "text": "A moderator sees the worst of it for the wage of a call centre", "url": "https://truecauses.org/c/55824a6/b8e1d41-moderator-worst-wage-centre"}, "verdict": "no", "by": "cross-group", "votes": {"yes": 5, "no": 22, "abstain": 2}}, {"pair": "b8e1d41>b31b086", "role": "effect", "other": {"id": "b8e1d41", "text": "A moderator sees the worst of it for the wage of a call centre", "url": "https://truecauses.org/c/55824a6/b8e1d41-moderator-worst-wage-centre"}, "verdict": "no", "by": "panel", "votes": {"yes": 1, "no": 14, "abstain": 0}}], "atlas": {"id": "n94fa342e5ce45307", "url": "https://truecauses.org/atlas?q=Safety%20work%20has%20no%20metric%2C%20so%20it%20has%20no%20headcount"}, "note": "a group’s judgement, not a measurement. Demo room", "attribution": "Causal map: True Causes, https://truecauses.org/d/55824a6"}