{"id":"W4401790648","doi":"10.1093/oxfordhb/9780197763414.013.21","title":"Accuracy in Impression Formation","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Impression; Impression formation; Computer science; Psychology; Orthodontics; Medicine; World Wide Web; Neuroscience","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":[0.00449724,0.0003937805,0.0004033531,0.001245768,0.0006868784,0.005886348,0.0006085476,0.0007452783,0.00759348],"category_scores_gemma":[0.03300531,0.0003410675,0.0004254445,0.001024273,0.002034725,0.003289361,0.001599693,0.001847925,0.001583194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199629,"about_ca_system_score_gemma":0.0005477043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118796,"about_ca_topic_score_gemma":0.001401121,"domain_scores_codex":[0.9957748,0.001380718,0.0002455206,0.0005060355,0.001806662,0.0002863244],"domain_scores_gemma":[0.9818651,0.008695127,0.003133259,0.002502957,0.003068557,0.0007349874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009096731,0.0002940796,0.1251704,0.000879827,0.0002782554,0.0005085273,0.02592893,0.003693173,0.009990448,0.1722683,0.01997562,0.6401029],"study_design_scores_gemma":[0.00008662883,0.0007566743,0.5097088,0.001514548,0.0002107621,0.001543183,0.01375563,0.01172849,0.0124459,0.3267843,0.121145,0.0003200665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.536449,0.02024616,0.03207795,0.006640727,0.001062334,0.0001474206,0.0009463153,0.0003669439,0.4020633],"genre_scores_gemma":[0.9806401,0.002016418,0.003853002,0.0002349917,0.0001780281,0.00002846833,0.0002859815,0.00004551613,0.01271745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00759348,"threshold_uncertainty_score":0.02540272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443072143994681,"score_gpt":0.2905013647691798,"score_spread":0.246070643329233,"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."}}