{"id":"W4389050268","doi":"10.29173/wclawr100","title":"The Plea of Innocence: Restoring the Truth to the American Justice System","year":2023,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Innocence; Plea; Economic Justice; Law; Political science; Presumption of innocence; Criminology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007604569,0.0001158005,0.0002423347,0.00001386942,0.002838936,0.0001089927,0.001116475,0.00002100037,0.00001948281],"category_scores_gemma":[0.001476752,0.00004688616,0.0001078436,0.001621753,0.000865156,0.0001047481,0.0001347536,0.000208508,0.0004151416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091275,"about_ca_system_score_gemma":0.00009795847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007731471,"about_ca_topic_score_gemma":0.002789945,"domain_scores_codex":[0.9971504,0.001311605,0.0003852054,0.0001865932,0.0006324269,0.0003338152],"domain_scores_gemma":[0.995908,0.002784536,0.0003193069,0.0007069976,0.0002164975,0.0000647194],"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":[0.00001908807,0.000004357053,0.00002757537,0.0006007724,0.00002230532,0.000001167038,0.003474002,0.00004418664,0.00001501609,0.9598335,0.01555656,0.02040146],"study_design_scores_gemma":[0.0000220921,0.00003104144,0.0007086738,0.00108525,0.000235132,0.000004076651,0.01417377,0.0000422688,0.00001058065,0.0001139316,0.9835001,0.00007312686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06115228,0.09998621,0.0003989945,0.7184488,0.01176193,0.006215826,0.00003344514,0.0008723434,0.1011301],"genre_scores_gemma":[0.9530807,0.04345031,0.000005956366,0.001784782,0.0006041208,0.0001414617,8.322075e-7,0.00001216255,0.0009197347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9679435,"threshold_uncertainty_score":0.9988762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07288576524903469,"score_gpt":0.392702693195836,"score_spread":0.3198169279468013,"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."}}