{"id":"W1971688568","doi":"10.1016/j.beproc.2014.11.016","title":"Hogan's framework for the study of behavior as applied to personality psychology","year":2014,"lang":"en","type":"review","venue":"Behavioural Processes","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Hogan; Personality; Psychology; Personality Assessment Inventory; Honor; Social psychology; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009817927,0.0009014685,0.002810833,0.0002655007,0.0003107447,0.00006367491,0.001940318,0.001070657,0.001468854],"category_scores_gemma":[0.0002908511,0.0006035008,0.000614571,0.000900611,0.0003027633,0.00003930938,0.000136141,0.001036233,0.0003199728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694911,"about_ca_system_score_gemma":0.0002290198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004463243,"about_ca_topic_score_gemma":0.0002393455,"domain_scores_codex":[0.9953712,0.0004038562,0.001390157,0.001521785,0.0004543794,0.0008585924],"domain_scores_gemma":[0.994988,0.001884252,0.0009802727,0.001572142,0.0003318876,0.000243438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000332274,0.004601252,0.0009332477,0.005916398,0.0007012403,0.00002012596,0.005843237,1.5698e-7,4.526756e-7,0.005919147,0.007064983,0.9686675],"study_design_scores_gemma":[0.001052451,0.002221646,0.007993218,0.0009359841,0.005270962,0.0001449582,0.001826551,2.012346e-8,3.415552e-7,0.0004683456,0.9792497,0.0008358935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00570139,0.9769943,0.001164664,0.0004243009,0.002403867,0.01055259,0.0006511775,0.0001524103,0.001955295],"genre_scores_gemma":[0.07431577,0.8608358,0.001951443,0.005303046,0.002729028,0.05041467,0.0005318499,0.0007503932,0.003168011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721847,"threshold_uncertainty_score":0.9996417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2511959999945333,"score_gpt":0.5075354103057074,"score_spread":0.2563394103111741,"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."}}