{"id":"W3048261473","doi":"10.29173/hsi317","title":"#DistractinglySexist","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007653618,0.00006469883,0.00008578571,0.00008543987,0.0006202077,0.00007546487,0.0004455769,0.00002459166,0.005305931],"category_scores_gemma":[0.0001373058,0.00006018127,0.00002416377,0.001404483,0.0009894295,0.000247613,0.00003510717,0.000155826,0.004169913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007075069,"about_ca_system_score_gemma":0.0007998022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439253,"about_ca_topic_score_gemma":0.000006522005,"domain_scores_codex":[0.9985728,0.00002674608,0.0002145494,0.0004157382,0.0003219719,0.000448156],"domain_scores_gemma":[0.9989433,0.00003076525,0.00009151472,0.0002476947,0.00006180933,0.0006248665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002325207,0.0002924067,0.04849958,0.00002958639,0.000003270507,0.000006235375,0.3466426,0.00002128099,0.001979694,0.04858234,0.4233361,0.1305836],"study_design_scores_gemma":[0.0001815398,0.0002164811,0.7958273,0.000008677393,0.000001368916,0.00003480212,0.0640924,0.0001693339,0.00003855657,0.0001956984,0.1390568,0.0001770439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.785703,0.000100601,0.001184909,0.1382507,0.007792691,0.0002463981,0.000004387695,0.0002240127,0.06649333],"genre_scores_gemma":[0.9714608,0.000003997574,0.0008223652,0.02656865,0.0006971124,0.00001374916,0.000001942661,0.000004282511,0.0004270631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7473277,"threshold_uncertainty_score":0.9966055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4852828983252915,"score_gpt":0.5555288888979366,"score_spread":0.07024599057264508,"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."}}