{"id":"W32619496","doi":"10.1016/j.kint.2020.06.015","title":"Playing Against Type: Women, Science, and Stereotypes","year":2014,"lang":"en","type":"article","venue":"Kidney International","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Type (biology); Epistemology; Sociology; Computer science; Psychology; Philosophy; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005278508,0.00005108988,0.00004375578,0.000205571,0.0001890754,0.00009957781,0.0002568263,0.00002454,0.00630978],"category_scores_gemma":[0.0006357793,0.00004700189,0.000008929456,0.0002534302,0.0002599265,0.0001613015,0.00004035619,0.00006522969,0.0008558647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985174,"about_ca_system_score_gemma":0.0001493413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513694,"about_ca_topic_score_gemma":0.000001859772,"domain_scores_codex":[0.9992537,0.00002016613,0.00009436478,0.0002050175,0.0002621569,0.0001645681],"domain_scores_gemma":[0.9993993,0.00003768436,0.00003233507,0.0001265695,0.0001935355,0.0002105771],"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":[0.00004596946,0.0002666966,0.1713162,0.00000623705,0.000061016,0.000001608252,0.03271557,0.00000578076,0.02038706,0.2514403,0.4323407,0.09141293],"study_design_scores_gemma":[0.0003116975,0.0000350278,0.3345792,0.000008546365,0.000001982143,0.00001274634,0.001574888,0.0008076212,0.00003537645,0.0006954983,0.6618252,0.0001121827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6786875,0.000003508433,0.00009162421,0.004627078,0.004252755,0.0000322455,0.000006788169,0.00002777645,0.3122708],"genre_scores_gemma":[0.9840012,0.000003397148,0.0005609016,0.006972054,0.0003368658,0.00001433299,0.000009779116,0.000004165114,0.008097275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053138,"threshold_uncertainty_score":0.9999221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305319407598251,"score_gpt":0.3546560125114517,"score_spread":0.3241240717516266,"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."}}