{"id":"W4413838652","doi":"10.24908/iqurcp19884","title":"How Do You Plead? Guilty or Not?","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Political science; Criminology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159744,0.0002740031,0.0004477546,0.0007126552,0.004121623,0.002745335,0.0005029222,0.001964487,0.01673288],"category_scores_gemma":[0.0154448,0.0002848298,0.0002517262,0.0004641197,0.003903462,0.00311844,0.001370186,0.00298406,0.006198989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004204158,"about_ca_system_score_gemma":0.003316167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07184088,"about_ca_topic_score_gemma":0.1608002,"domain_scores_codex":[0.9982194,0.000671831,0.00009912864,0.0001379005,0.0003951339,0.000476564],"domain_scores_gemma":[0.9968604,0.0005660582,0.0007499511,0.00009300944,0.0007213241,0.001009307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002351061,0.0002723609,0.1515869,0.0004136859,0.00006813406,0.003057064,0.1050615,0.00009986322,0.001132512,0.008600792,0.5412441,0.188228],"study_design_scores_gemma":[0.00003851906,0.0002387002,0.1289743,0.00173545,0.00004401281,0.007506954,0.4343547,0.0004188762,0.0006369411,0.008004371,0.4178279,0.0002192258],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4094294,0.01618773,0.003536016,0.4581685,0.004214941,0.0004203576,0.002020325,0.0002387235,0.105784],"genre_scores_gemma":[0.8355075,0.01385635,0.002200935,0.08955647,0.001091397,0.0003071417,0.0007618485,0.0001213961,0.05659696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07184088,"threshold_uncertainty_score":0.1428455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637669206181795,"score_gpt":0.4366244572186292,"score_spread":0.2728575366004498,"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."}}