{"id":"W3000660211","doi":"10.1111/jopy.12540","title":"Accuracy and bias in first impressions of attachment style from faces","year":2020,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Attachment theory; Style (visual arts); Anxiety; Social psychology; Affect (linguistics); Exploratory research; Insecure attachment; Developmental psychology; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002958228,0.0000795125,0.0002297731,0.00004508347,0.00004448201,0.00001144805,0.0001200962,0.00008273711,0.0006753703],"category_scores_gemma":[0.000133823,0.00006025246,0.00008344659,0.0001028371,0.00006218086,0.0001128932,0.0000396243,0.0002971836,0.000005216506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652936,"about_ca_system_score_gemma":0.00003091434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424419,"about_ca_topic_score_gemma":0.0000659369,"domain_scores_codex":[0.9990486,0.0001289496,0.0004306656,0.0001068118,0.0001857279,0.00009922869],"domain_scores_gemma":[0.9989024,0.0004356292,0.0004373001,0.00007860333,0.00004208636,0.0001040197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410649,0.0001328114,0.9809788,0.00001693187,0.00008541812,0.00001561772,0.01588604,0.00004420371,0.0002865636,0.0002732952,0.001115749,0.001023458],"study_design_scores_gemma":[0.001070812,0.0001198013,0.9905599,0.00005512133,0.00004615564,0.000005835004,0.0043348,0.0006343042,0.00002757601,0.0002585395,0.002816127,0.00007105641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906709,0.00172958,0.000416118,0.006204216,0.00016697,0.00007104319,0.00004966237,0.000003756335,0.000687728],"genre_scores_gemma":[0.9991065,0.0001026577,0.0004464733,0.0001496261,0.0001186272,0.000001004535,0.000004262759,0.000005004106,0.0000659061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155124,"threshold_uncertainty_score":0.7394831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043045115467834,"score_gpt":0.4221192482046534,"score_spread":0.3178147366578701,"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."}}