{"id":"W2745795458","doi":"10.1016/j.paid.2011.07.016","title":"","year":2011,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001216016,0.0005135377,0.0006582169,0.0001813314,0.0005884664,0.0001220823,0.0007318761,0.0003855154,0.006246674],"category_scores_gemma":[0.00005334756,0.0004223815,0.0001869516,0.0002983268,0.001481706,0.0003898783,0.0001542691,0.0005577405,0.00004374596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000122704,"about_ca_system_score_gemma":0.00003262078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573328,"about_ca_topic_score_gemma":0.000730047,"domain_scores_codex":[0.995884,0.0007254709,0.0006066558,0.001206884,0.0005145445,0.001062424],"domain_scores_gemma":[0.9984127,0.0003116431,0.0002187528,0.0004554209,0.00007816032,0.0005232847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003651035,0.000767759,0.6899182,0.00002295588,0.000403601,0.00002531098,0.1934746,4.185397e-9,0.00002956263,0.09852268,0.0002698227,0.01620041],"study_design_scores_gemma":[0.001489869,0.0008649546,0.9555429,0.00002168501,0.0001329864,0.0001797702,0.02215194,0.000001654162,0.0000201678,0.01851009,0.0005292984,0.0005546326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622082,0.001393236,0.0001357873,0.001268319,0.0006641863,0.0002770059,0.0003277209,0.0001702096,0.03355541],"genre_scores_gemma":[0.993793,0.00005748804,0.0005954094,0.004698559,0.0002269319,0.0001395183,0.00003692241,0.00002163932,0.0004305187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2656248,"threshold_uncertainty_score":0.9998228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2494977173841146,"score_gpt":0.3389088471130343,"score_spread":0.08941112972891965,"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."}}