{"id":"W2918766067","doi":"10.1007/s10919-019-00302-5","title":"Are we Revealing Hidden Aspects of our Personality When we Walk?","year":2019,"lang":"en","type":"article","venue":"Journal of Nonverbal Behavior","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Gait; Vulnerability (computing); Personality; Sample (material); Social psychology; Developmental psychology; Cognitive psychology; Physical medicine and rehabilitation; Computer security","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":[0.0008130015,0.0001027357,0.0003265472,0.0001047562,0.0001136398,0.00005431371,0.0003619396,0.00009485448,0.003426494],"category_scores_gemma":[0.00006425181,0.00009019821,0.0004542516,0.00011783,0.0000498444,0.0003314039,0.00004662876,0.0002756078,0.00006500959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655052,"about_ca_system_score_gemma":0.0001370937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170943,"about_ca_topic_score_gemma":0.0006071221,"domain_scores_codex":[0.9983202,0.0001611335,0.0005291371,0.0001243529,0.0006408665,0.0002243323],"domain_scores_gemma":[0.9983843,0.00003616752,0.0009288798,0.0001483995,0.0003506161,0.0001516289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028283,0.00112923,0.9143192,0.0001914548,0.000126111,0.0001728908,0.02325964,0.000002024549,0.009850002,0.001905251,0.03769318,0.01124822],"study_design_scores_gemma":[0.002280564,0.0008268798,0.8050722,0.002474153,0.0007015166,0.0001070665,0.1103345,0.00001084753,0.004032054,0.001937184,0.07163279,0.0005901556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885302,0.0004844377,0.00002638454,0.005970174,0.001220986,0.0001526161,0.00002968411,0.000009076555,0.003576474],"genre_scores_gemma":[0.9950578,0.0001159619,0.0002752406,0.00005451874,0.0004828833,0.000001861133,6.862196e-7,0.00001034307,0.00400077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092469,"threshold_uncertainty_score":0.9974845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016101803256323,"score_gpt":0.3882229480120904,"score_spread":0.286612767686458,"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."}}