{"id":"W2267801410","doi":"10.1027/1864-9335/a000258","title":"Who Needs Imagined Contact?","year":2015,"lang":"en","type":"article","venue":"Social Psychology","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Prejudice (legal term); Social contact; Contact hypothesis; Social psychology; Intervention (counseling); Contact theory; Sexual contact","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008317251,0.0001517464,0.000315494,0.0001501435,0.0004772477,0.0000500893,0.0004681487,0.0004018117,0.0007648173],"category_scores_gemma":[0.000263512,0.0001621471,0.0001419996,0.0006306772,0.00077683,0.0001886077,0.00004229609,0.00029098,0.0009227472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320685,"about_ca_system_score_gemma":0.0001672165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327246,"about_ca_topic_score_gemma":0.0005709815,"domain_scores_codex":[0.99796,0.0005512217,0.0002662533,0.0002878179,0.0002946589,0.0006400315],"domain_scores_gemma":[0.9991488,0.00006601981,0.0001143076,0.0001681898,0.0002294334,0.0002731949],"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":[0.0001376392,0.0001343443,0.007759455,0.000001412133,0.0000466319,0.00001294014,0.07372458,3.00131e-8,0.000432936,0.3117679,0.5921143,0.01386779],"study_design_scores_gemma":[0.001307838,0.0001575183,0.02367026,0.000002827859,0.00001450148,0.000003401833,0.01822702,5.895723e-7,0.000005569623,0.06022333,0.8961568,0.0002303773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1496208,0.000162106,0.0002904515,0.04422719,0.005070171,0.0001946697,0.000005955485,0.0002365462,0.8001921],"genre_scores_gemma":[0.9745899,0.0000405005,0.00007531449,0.01240224,0.003597155,0.00002869762,0.000007628134,0.00002450369,0.009234049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8249691,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09597341613776254,"score_gpt":0.4435273180690374,"score_spread":0.3475539019312749,"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."}}