{"id":"W2161402389","doi":"10.1177/01461672022811004","title":"Use of Exemplar Surveys to Reveal Implicit Types of Intelligence","year":2002,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Similarity (geometry); Set (abstract data type); Creativity; Social psychology; Implicit personality theory; Sample (material); Cognitive psychology; Artificial intelligence; Personality; 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":[0.009231146,0.0002903675,0.0003360061,0.002625578,0.0004649448,0.001162396,0.000673705,0.0008395163,0.001114172],"category_scores_gemma":[0.05832508,0.0002190637,0.0002148076,0.001561584,0.0007285939,0.001560104,0.001402708,0.0009699209,0.0002199739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530157,"about_ca_system_score_gemma":0.0001585434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004464326,"about_ca_topic_score_gemma":0.0006221709,"domain_scores_codex":[0.9925517,0.005036664,0.000536827,0.0004232336,0.001248227,0.0002034076],"domain_scores_gemma":[0.9303406,0.03973176,0.01360791,0.009824283,0.005367129,0.001128217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003817377,0.0007489123,0.9419432,0.0001093228,0.0002173757,0.0001411997,0.01038949,0.0006876598,0.003695263,0.002228068,0.0004178802,0.03904],"study_design_scores_gemma":[0.00004942739,0.001436949,0.9753706,0.00003771644,0.00006755588,0.0005309145,0.005555469,0.007757155,0.003365537,0.003731529,0.002027407,0.00006966232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952076,0.00004243501,0.003382344,0.00003468132,0.000003315909,0.00007012015,0.0001522681,0.00001220614,0.001095088],"genre_scores_gemma":[0.9926439,0.00005517459,0.006346186,0.00003000781,0.000008048019,0.0001692403,0.0005028771,0.00000352152,0.0002409918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009231146,"threshold_uncertainty_score":0.04881954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573922423183801,"score_gpt":0.3798153067345709,"score_spread":0.2224230644161907,"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."}}