{"id":"W6944109858","doi":"10.17605/osf.io/vqat3","title":"Personality Beyond the Big Five","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism; Personality; Big Five personality traits; Autism spectrum disorder; Categorization; Personality disorders; Big data; Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003052857,0.0006662808,0.000708266,0.0002892188,0.0004131524,0.0003496427,0.003785542,0.0005898859,0.9112216],"category_scores_gemma":[0.005825741,0.0005905083,0.0004646238,0.0007362234,0.0009354515,0.00008234104,0.004780759,0.001867068,0.7764281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303314,"about_ca_system_score_gemma":0.000670264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169764,"about_ca_topic_score_gemma":0.001007839,"domain_scores_codex":[0.9899365,0.002445674,0.0005523429,0.004552267,0.001487776,0.001025491],"domain_scores_gemma":[0.9903123,0.001171866,0.0004514994,0.007712633,0.00003772079,0.0003139927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008015623,0.0006762752,0.001703716,0.0003773194,0.0002195958,0.0003336995,0.002333882,0.00003486174,0.007743084,0.03107673,0.939555,0.01586563],"study_design_scores_gemma":[0.0004825171,0.000001042419,0.002093512,0.0001552555,0.0000549656,0.00009535778,0.000128187,0.0001326773,0.01138008,0.01183772,0.9729538,0.0006848945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001114621,0.00002361213,0.0002155936,0.004082023,0.0007348791,0.001613888,0.0001223917,0.0003299301,0.9917631],"genre_scores_gemma":[0.01049672,0.0006705883,0.000128327,0.0008958377,0.0003284996,0.0004039747,0.00002949741,0.0004970302,0.9865495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1347935,"threshold_uncertainty_score":0.9996547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406472931146371,"score_gpt":0.3006197305207614,"score_spread":0.2665550012092976,"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."}}