{"id":"W23650901","doi":"10.69645/dlpn1067","title":"Personality and psychographics","year":2013,"lang":"en","type":"article","venue":"The business & management collection.","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychographic; Personality; Psychology; Business; Advertising; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003619541,0.0002225045,0.000194435,0.0002194837,0.0005625501,0.0001610022,0.0002777166,0.0001176577,0.005198463],"category_scores_gemma":[0.000003732684,0.0001700814,0.00007794365,0.001504124,0.0002939929,0.0001294262,0.00006998331,0.0002061465,0.0004335357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002276082,"about_ca_system_score_gemma":0.000009000651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685447,"about_ca_topic_score_gemma":0.0003450083,"domain_scores_codex":[0.9984209,0.0001723346,0.0002614017,0.0005228278,0.0002212238,0.0004012973],"domain_scores_gemma":[0.9990945,0.00007542401,0.00009639955,0.0004981665,0.0001503134,0.00008520801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001844648,0.0007362679,0.02742092,0.0001198358,0.0009549113,0.00001741442,0.002605281,0.000008500389,0.00003218726,0.0494003,0.8059173,0.1126027],"study_design_scores_gemma":[0.0007288239,0.00002546779,0.76803,0.000007548604,0.00006000514,0.00004147747,0.0007276014,0.00003605311,1.06455e-7,0.004293565,0.2258777,0.0001715985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4653113,0.001753433,0.004360197,0.02394931,0.004350667,0.002046106,0.00001583498,0.0003462007,0.497867],"genre_scores_gemma":[0.9330561,0.0002525189,0.0003257799,0.005625381,0.0002963082,0.000664054,0.00001207292,0.00003427711,0.05973354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7406092,"threshold_uncertainty_score":0.9957109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465262724764764,"score_gpt":0.2873149153594103,"score_spread":0.2626622881117627,"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."}}