{"id":"W2787467754","doi":"10.12688/f1000research.13848.1","title":"Hubris and Sciences","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"History, Medicine, and Leadership","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Abbott Diagnostics","keywords":"Hubris; Pride; Overconfidence effect; Narcissism; Psychology; Humility; Social psychology; Power (physics); Scrutiny; Cruelty; Environmental ethics; Political science; Criminology; Law; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00247025,0.0005303129,0.0004615977,0.001784292,0.00321135,0.0063879,0.0005907941,0.003130708,0.06309801],"category_scores_gemma":[0.00735498,0.0001547395,0.0002806816,0.002146429,0.008119404,0.004522475,0.004489842,0.004875022,0.0146711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044538,"about_ca_system_score_gemma":0.005951828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444651,"about_ca_topic_score_gemma":0.003460416,"domain_scores_codex":[0.9980379,0.0007856743,0.00007377606,0.0002964254,0.0005461194,0.0002602347],"domain_scores_gemma":[0.9972292,0.0008573918,0.0002412465,0.0003485561,0.0004874865,0.0008361178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000396706,0.00002008331,0.000763279,0.000480298,0.00001411117,0.0001626754,0.003379678,0.0001052164,0.0002538959,0.5045903,0.3740901,0.1161008],"study_design_scores_gemma":[0.000002385053,0.000006842346,0.0003750199,0.0002027611,0.000001823273,0.00006017915,0.0004379218,0.00002267167,0.00005697745,0.03491396,0.9639153,0.000004142931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004842618,0.1177896,0.00262733,0.2616156,0.03166164,0.00006057872,0.0005989889,0.0004273793,0.5803763],"genre_scores_gemma":[0.2046943,0.1391389,0.004970564,0.0756206,0.01912056,0.0001921132,0.001037854,0.0004761774,0.5547488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9967886,"threshold_uncertainty_score":0.2110839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2994346854342611,"score_gpt":0.4801869928708659,"score_spread":0.1807523074366048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}