{"id":"W2622655958","doi":"10.1177/0956797616678187","title":"Birds of a Feather Do Flock Together","year":2017,"lang":"en","type":"article","venue":"Psychological Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Personality; Similarity (geometry); Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003482978,0.0002984483,0.0002541755,0.0007470353,0.001517884,0.001014384,0.0002849577,0.0004985912,0.01407206],"category_scores_gemma":[0.001447157,0.000261918,0.000278618,0.0004714738,0.0009172253,0.0009108394,0.000992991,0.0004044946,0.003975182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993619,"about_ca_system_score_gemma":0.0001734197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004896801,"about_ca_topic_score_gemma":0.0181478,"domain_scores_codex":[0.9996911,0.00005669382,0.00002215904,0.0001193818,0.00005461423,0.00005605918],"domain_scores_gemma":[0.9991832,0.0000980257,0.0002508808,0.0001505951,0.00008845064,0.0002288141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164306,0.0002178519,0.8113083,0.0003458986,0.000565128,0.00127225,0.01302385,0.0006012594,0.02502624,0.003896216,0.01200974,0.1314169],"study_design_scores_gemma":[0.00001075227,0.0002101142,0.9537098,0.00007721078,0.00007850232,0.001694175,0.008176812,0.0004771372,0.001657138,0.001849911,0.03202921,0.00002933627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950454,0.0003448664,0.002884649,0.000654678,0.0001525056,0.00005275869,0.0003137926,0.0001096173,0.04503314],"genre_scores_gemma":[0.982622,0.0001407577,0.003483546,0.0004389114,0.00003532115,0.00002689019,0.0003201122,0.00003177811,0.01290059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407206,"threshold_uncertainty_score":0.04707575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084681020512713,"score_gpt":0.4606974865401613,"score_spread":0.3522293844888901,"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."}}