{"id":"W4200053558","doi":"10.29173/wclawr58","title":"Language of Criminal Confessions","year":2021,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confession (law); Personal pronoun; Psychology; Credibility; Innocence; Set (abstract data type); Pronoun; Linguistics; Sample (material); Verb; Social psychology; Computer science; Psychoanalysis; History; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003973848,0.0001110116,0.0002872583,0.0000249709,0.000104745,0.000007564332,0.0001452264,0.00007520652,0.03968562],"category_scores_gemma":[0.00005620333,0.00007852822,0.0001484508,0.000297222,0.0002455969,0.00003938111,0.00003562602,0.0002084256,0.001866543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503369,"about_ca_system_score_gemma":0.00002811034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002931,"about_ca_topic_score_gemma":0.00007137937,"domain_scores_codex":[0.9986264,0.0004526567,0.0003997925,0.0002231856,0.0001342143,0.0001637526],"domain_scores_gemma":[0.9988215,0.00009257178,0.0001826208,0.0006585601,0.0001873382,0.00005741374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005219223,0.000246483,0.00004750869,0.0005034076,0.0001875946,0.00004275912,0.002543743,6.783121e-7,0.00266266,0.8304341,0.08550481,0.077774],"study_design_scores_gemma":[0.0004973551,0.00006450465,0.002101321,0.0004658198,0.0002109771,0.0005913705,0.001954879,0.000002509918,0.0006644725,0.0002695875,0.9930501,0.0001270915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03153484,0.1012634,0.001378266,0.008974682,0.00651038,0.0006138759,0.00003715507,0.0002015964,0.8494858],"genre_scores_gemma":[0.94968,0.006435362,0.00009061202,0.01932409,0.0002435244,0.00005692736,0.00004043558,0.0000268699,0.02410223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9181451,"threshold_uncertainty_score":0.9989106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738681396851501,"score_gpt":0.3839064709593081,"score_spread":0.3365196569907931,"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."}}