{"id":"W4250898210","doi":"10.1007/978-3-319-28099-8_385-1","title":"Brewer, Marilynn","year":2018,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004173772,0.0008095981,0.0005115943,0.001564421,0.002585959,0.003482534,0.0005831979,0.001606534,0.09754837],"category_scores_gemma":[0.001266159,0.0003734375,0.0002023838,0.001524023,0.001484437,0.0043233,0.00212774,0.002985597,0.04826801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294748,"about_ca_system_score_gemma":0.001677915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008192585,"about_ca_topic_score_gemma":0.02953084,"domain_scores_codex":[0.9997672,0.0000463359,0.000007485899,0.00004939539,0.0001034723,0.00002610452],"domain_scores_gemma":[0.9997719,0.00008372387,0.000009168197,0.00002132573,0.00007695716,0.00003687957],"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":[0.000008627041,0.00001508429,0.00004921828,0.00007687739,0.000001457833,0.00002988484,0.0006817754,0.00008776551,0.0001066063,0.09297412,0.7904387,0.11553],"study_design_scores_gemma":[7.200135e-7,0.000001191507,0.00003725061,0.00008327838,6.965837e-7,0.00001705857,0.0001167349,0.00001873775,0.00002796935,0.0104704,0.9892243,0.000001638055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004122407,0.05210938,0.002381524,0.01182682,0.006638961,0.00002625586,0.0001529915,0.0001383339,0.9263135],"genre_scores_gemma":[0.00223549,0.00972787,0.0004861699,0.001508479,0.0004597711,0.00002123054,0.00006157891,0.0001451423,0.9853543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09754837,"threshold_uncertainty_score":0.3263318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429685370227419,"score_gpt":0.339879799210977,"score_spread":0.2955829455087028,"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."}}