{"id":"W2164134014","doi":"10.1177/0956797610364121","title":"The Cost of Forming More Accurate Impressions","year":2010,"lang":"en","type":"article","venue":"Psychological Science","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Normative; Impression formation; Social psychology; Perception; Social perception; Interpersonal communication; Interpersonal perception; Personality; Interpersonal interaction; Interpersonal relationship; Impression; Social desirability; Cognitive psychology; Epistemology; Computer science","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":[0.00365639,0.0003968611,0.0003783249,0.0004125387,0.0004155661,0.001403412,0.0006032964,0.0009602815,0.006133931],"category_scores_gemma":[0.02791044,0.0002789198,0.0005521915,0.0002444464,0.0005939003,0.001212071,0.001334802,0.001476214,0.0007805683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260358,"about_ca_system_score_gemma":0.0004457522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005053889,"about_ca_topic_score_gemma":0.0006325645,"domain_scores_codex":[0.9942997,0.002106875,0.0003936793,0.0004884308,0.002235684,0.0004756384],"domain_scores_gemma":[0.9681234,0.01286355,0.006237691,0.007463326,0.003389124,0.001922984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002471889,0.002773451,0.1995932,0.001038416,0.0004774428,0.001028378,0.004933329,0.004186946,0.2039094,0.03270686,0.004240334,0.5426404],"study_design_scores_gemma":[0.0002474162,0.003235904,0.8751603,0.0001833723,0.0002824372,0.002040078,0.002290273,0.01853054,0.05055945,0.03309553,0.0142496,0.0001251707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804652,0.000256629,0.006183839,0.001490246,0.00006011219,0.00004261365,0.00004492219,0.000157605,0.01129883],"genre_scores_gemma":[0.9931974,0.00007829953,0.004578425,0.0002471289,0.0000508611,0.0000354284,0.00005290852,0.00002536618,0.001734097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006133931,"threshold_uncertainty_score":0.02052009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06611471062401778,"score_gpt":0.4815745774191499,"score_spread":0.4154598667951321,"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."}}