{"id":"W4243167356","doi":"10.1007/978-3-319-24612-3_385","title":"Brewer, Marilynn","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003909803,0.0008191477,0.0005371778,0.001544781,0.003205838,0.003789839,0.0006769116,0.001883587,0.1356183],"category_scores_gemma":[0.0009608507,0.0005256996,0.0002321543,0.00180623,0.001214522,0.004100297,0.002132776,0.002928139,0.06784113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298484,"about_ca_system_score_gemma":0.001374742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665798,"about_ca_topic_score_gemma":0.06173526,"domain_scores_codex":[0.9997988,0.00003920798,0.000006458765,0.00004471487,0.00008238807,0.00002841296],"domain_scores_gemma":[0.9998032,0.00006879683,0.000007042302,0.00001959117,0.00007056363,0.00003079997],"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":[0.000009696081,0.00001634035,0.00004624912,0.00006029964,0.000001281698,0.0000380742,0.0006344284,0.00008230782,0.0001291083,0.07356697,0.8293219,0.09609334],"study_design_scores_gemma":[7.55188e-7,0.000001400061,0.00003886174,0.00005361273,6.459478e-7,0.00001858888,0.0001229479,0.00001996031,0.00002986059,0.005729148,0.9939825,0.000001609805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003011052,0.02803292,0.001151787,0.00570495,0.00317096,0.00002413846,0.0001029591,0.00009529173,0.9614159],"genre_scores_gemma":[0.001092023,0.004210094,0.0002398509,0.0007894153,0.0001353507,0.00001085468,0.00003161061,0.00007418552,0.9934167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8643817,"threshold_uncertainty_score":0.4536884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175766196766874,"score_gpt":0.324121310803978,"score_spread":0.2723636488363093,"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."}}