{"id":"W4395041242","doi":"10.1108/jcp-02-2024-0013","title":"Actions speak: personality, nonverbal behaviors, and self-perceptions of vulnerability in college-aged women","year":2024,"lang":"en","type":"article","venue":"Journal of Criminal Psychology","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Psychology; Assertiveness; Big Five personality traits; Developmental psychology; Extraversion and introversion; Personality; Vulnerability (computing); Agreeableness; Nonverbal communication; Social psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562321,0.00008091718,0.0002662111,0.0002435566,0.0001819998,0.000024073,0.0001162244,0.0001069414,0.0005115229],"category_scores_gemma":[0.0001029902,0.00007170309,0.00006887241,0.0003313587,0.000354865,0.0002267639,0.00002140725,0.0003317849,0.000004383706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982823,"about_ca_system_score_gemma":0.0001793759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002076792,"about_ca_topic_score_gemma":0.000698738,"domain_scores_codex":[0.9985913,0.0003776863,0.0004300187,0.0001436042,0.0002657095,0.0001916992],"domain_scores_gemma":[0.999306,0.0002259521,0.0001270027,0.00006931811,0.0001665114,0.0001052739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005509721,0.00300594,0.1992835,0.0002066155,0.0003144974,0.0001827576,0.7490427,0.0000245769,0.00373706,0.007537385,0.02064392,0.01547007],"study_design_scores_gemma":[0.0008416327,0.000723596,0.7015455,0.00005406071,0.0001358576,0.0001327067,0.2458599,0.00002130325,0.00001470259,0.002520219,0.04799396,0.000156563],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880595,0.0003053253,0.0001650302,0.003741429,0.0007757842,0.00007990505,0.00001544173,0.00001582772,0.006841761],"genre_scores_gemma":[0.9981189,0.0006230051,0.0006098493,0.0001279432,0.000250067,0.000004902943,5.48805e-7,0.000005537522,0.000259242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031828,"threshold_uncertainty_score":0.5600817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300894531312134,"score_gpt":0.4470019055809222,"score_spread":0.3739929602678009,"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."}}