{"id":"W4386349414","doi":"10.1016/j.biopsycho.2023.108666","title":"Examining levels of processing using verbal & pictorial stimuli with the complex trial protocol in a mock theft scenario","year":2023,"lang":"en","type":"article","venue":"Biological Psychology","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Recall; Audiology; Levels-of-processing effect; Stimulus (psychology); Cognitive psychology; Artificial intelligence; Cognition; Computer science; Neuroscience; Medicine","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":[0.001152276,0.0003159248,0.000594561,0.0003193213,0.0001606494,0.00002350435,0.0005006099,0.0005608036,0.0026746],"category_scores_gemma":[0.0001360381,0.0001880922,0.0001055545,0.001229028,0.001015008,0.00005361143,0.0001009483,0.0005958885,0.0003058555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004580105,"about_ca_system_score_gemma":0.00005320746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003084572,"about_ca_topic_score_gemma":0.00004550989,"domain_scores_codex":[0.9965222,0.0009687043,0.0007633046,0.0008257994,0.0002246758,0.0006952839],"domain_scores_gemma":[0.9984542,0.0003464805,0.0004191757,0.0005886498,0.00009708226,0.00009437605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.465081,0.006159395,0.05808518,0.0001322797,0.0007583719,0.0004381091,0.01749519,0.001011666,0.1118872,0.00703821,0.07763186,0.2542816],"study_design_scores_gemma":[0.09453743,0.006688523,0.7509878,0.00005865032,0.00003377164,0.00030616,0.001480908,0.0003128001,0.00001788717,0.002274772,0.1425783,0.0007230542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485536,0.00001241954,0.00414883,0.0007976508,0.002747077,0.02194399,0.00002828858,0.0002979983,0.02147013],"genre_scores_gemma":[0.988147,9.449762e-7,0.0007126994,0.000905629,0.0007743462,0.008823332,0.00001512952,0.00003396596,0.0005870192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929026,"threshold_uncertainty_score":0.9982371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5429017111877121,"score_gpt":0.4931238978226499,"score_spread":0.04977781336506221,"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."}}