{"id":"W4410377857","doi":"10.1111/bjso.12900","title":"Primary and secondary generalization effects from Black and gay contact: Longitudinal evidence of between‐ and within‐person effects","year":2025,"lang":"en","type":"article","venue":"British Journal of Social Psychology","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Outgroup; Prejudice (legal term); Ingroups and outgroups; Social psychology; Contact hypothesis; Contact theory; Generalization; Social contact; Developmental psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008056797,0.0001260396,0.0005636754,0.0001163934,0.0003308734,0.00007764548,0.0001577139,0.0003325428,0.00002511556],"category_scores_gemma":[0.0003668324,0.0001482659,0.00007666153,0.000197706,0.001176987,0.0003249656,0.0000418531,0.0003750281,6.972137e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005192424,"about_ca_system_score_gemma":0.0001075127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150794,"about_ca_topic_score_gemma":0.0004587745,"domain_scores_codex":[0.9982118,0.0006790741,0.0004207004,0.0002684043,0.0001940897,0.0002259368],"domain_scores_gemma":[0.998485,0.0007476962,0.0004260878,0.00005233364,0.0001778658,0.0001109954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007171672,0.0002267663,0.5673299,0.0006523448,0.0007552486,0.000293388,0.0326396,1.498134e-7,0.02098728,0.008985762,0.01896008,0.3484523],"study_design_scores_gemma":[0.001611652,0.0003896799,0.9878368,0.0006293997,0.0001344719,0.00004412518,0.0007794445,5.971715e-7,0.0001055161,0.007873802,0.000473434,0.0001210765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833882,0.01039778,0.0004858226,0.0021092,0.00104983,0.0001974615,0.000008995086,0.00001073525,0.002351981],"genre_scores_gemma":[0.9946723,0.003151832,0.0002258348,0.001161344,0.0006865468,0.000002883555,0.000002586848,0.000009566208,0.00008712969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4205069,"threshold_uncertainty_score":0.6046106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192876853055641,"score_gpt":0.3598059743540418,"score_spread":0.3278772058234854,"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."}}