{"id":"W2917209738","doi":"10.1177/0959354318825307","title":"Heterarchical social organizations and relational models: Understanding gender biases in psychological science","year":2019,"lang":"en","type":"article","venue":"Theory & Psychology","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychological science; Social psychology; Psychology; Social science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008011088,0.0003051973,0.0002663455,0.003313054,0.001632671,0.003198475,0.0008272006,0.0006577019,0.002846517],"category_scores_gemma":[0.01659337,0.000219495,0.0002738929,0.001802647,0.01072401,0.005577754,0.003120894,0.0009431954,0.0001571342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913821,"about_ca_system_score_gemma":0.001130859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624876,"about_ca_topic_score_gemma":0.008146553,"domain_scores_codex":[0.9968515,0.001804322,0.00007766433,0.0004131121,0.0006266772,0.0002266804],"domain_scores_gemma":[0.9870275,0.007880582,0.002898044,0.0009763466,0.0005480709,0.0006694777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001466589,0.0001886516,0.5074957,0.0001452604,0.00009399949,0.0002624761,0.2097223,0.0009792347,0.001444547,0.2303329,0.0005231568,0.04866511],"study_design_scores_gemma":[0.00003613087,0.0001613915,0.4640412,0.0001987232,0.00005376733,0.0003441987,0.1651132,0.007828426,0.0005367677,0.3512888,0.01034782,0.00004948594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617806,0.0007033668,0.01109936,0.003137442,0.00003845722,0.00002768855,0.00004974694,0.00001094758,0.02315244],"genre_scores_gemma":[0.9988235,0.0001235323,0.000724695,0.00009465791,0.00001993707,0.00001020226,0.00001328536,0.000003258432,0.0001869541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9983673,"threshold_uncertainty_score":0.04236716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781031394143859,"score_gpt":0.4372604540392612,"score_spread":0.2591573146248753,"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."}}