{"id":"W3202342466","doi":"10.1126/science.acx9185","title":"When professional becomes personal","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Harassment; Permissiveness; Geneticist; Power (physics); Psychology; Sociology; Social psychology; Medicine; Biology; Physics; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006612467,0.000270044,0.0004014328,0.001172084,0.01830368,0.01545772,0.001365849,0.009397445,0.0565851],"category_scores_gemma":[0.03741123,0.0003958994,0.0004788561,0.0006646148,0.01160764,0.01011677,0.008249293,0.01269703,0.01754821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006025706,"about_ca_system_score_gemma":0.01867121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098614,"about_ca_topic_score_gemma":0.02485532,"domain_scores_codex":[0.9858214,0.003622263,0.00030737,0.001190859,0.004390107,0.004667944],"domain_scores_gemma":[0.9674209,0.004243982,0.001614453,0.001762445,0.007059051,0.01789918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006536915,0.0001943908,0.005562135,0.00009117161,0.0000149745,0.003337414,0.07543612,0.00003127724,0.0009706691,0.1265984,0.7248222,0.06287601],"study_design_scores_gemma":[0.00001687829,0.00005449121,0.002117661,0.0002448257,0.00000713904,0.002381669,0.1146754,0.00005954602,0.0002722382,0.0246435,0.8554894,0.00003727016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02739172,0.001506847,0.002163347,0.3865674,0.009417869,0.00004358316,0.00006904382,0.000258321,0.5725818],"genre_scores_gemma":[0.3714433,0.001550519,0.001440196,0.1930003,0.003877202,0.00007860289,0.00009814002,0.0003759626,0.4281357],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0565851,"threshold_uncertainty_score":0.189296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05211834144319107,"score_gpt":0.4061269166176326,"score_spread":0.3540085751744416,"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."}}