{"id":"W7005927472","doi":"","title":"The Spectre of Punishment: The Relationships Between Media, Government, and the 2014 Not Criminally Responsible Reform Act","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Suspect; Argument (complex analysis); Culpability; Sensationalism; Punishment (psychology); Thematic analysis; News media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005267157,0.0003568082,0.0004806563,0.004904149,0.0137861,0.01837353,0.002220259,0.002320451,0.005807293],"category_scores_gemma":[0.03409243,0.0004769521,0.0003780862,0.006576004,0.01751856,0.006439808,0.007148293,0.005605803,0.0004606055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03847953,"about_ca_system_score_gemma":0.03600715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7257358,"about_ca_topic_score_gemma":0.7784209,"domain_scores_codex":[0.9927649,0.002348293,0.0001657393,0.000413796,0.002740846,0.001566506],"domain_scores_gemma":[0.9682067,0.01603841,0.007644171,0.000811564,0.004770702,0.00252833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001673332,0.00036088,0.2038667,0.0003092581,0.00008480027,0.000603953,0.6895503,0.0002186263,0.0003436873,0.06267017,0.01245069,0.02937365],"study_design_scores_gemma":[0.00000850525,0.00003300014,0.2832089,0.0005161982,0.00004383561,0.00007974949,0.6889986,0.0001730167,0.0001149141,0.001792426,0.02497994,0.00005086727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650516,0.00209624,0.000244746,0.02065672,0.0001533243,0.00009738119,0.0003379904,0.00001896701,0.111343],"genre_scores_gemma":[0.9937019,0.001343646,0.0001639122,0.001248289,0.00005944289,0.00004517853,0.0001491952,0.00002418242,0.003264295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2742642,"threshold_uncertainty_score":0.5517588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006976781638143838,"score_gpt":0.1949314823181708,"score_spread":0.187954700680027,"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."}}