{"id":"W4212796781","doi":"10.22215/etd/2004-05868","title":"Evaluating the punitive turn thesis: is Canadian penal discourse officially exemplifying a punitive mentality?","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Legal Language and Interpretation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Punitive damages; Sociology; Political science; Criminology; Law","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":[0.01048425,0.0007348918,0.0007507849,0.00543483,0.02707238,0.02077214,0.004381523,0.004413284,0.01421974],"category_scores_gemma":[0.07392047,0.0005050034,0.0005255413,0.007255091,0.02866205,0.006690259,0.005494447,0.007123962,0.0007827112],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1568334,"about_ca_system_score_gemma":0.2010578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909518,"about_ca_topic_score_gemma":0.9935014,"domain_scores_codex":[0.9871323,0.001889816,0.0003091893,0.00108555,0.006588316,0.00299484],"domain_scores_gemma":[0.9567103,0.009088585,0.003713477,0.001775831,0.02600111,0.00271077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002653802,0.0001169036,0.03531776,0.000176567,0.00007480717,0.0005315477,0.2338674,0.0006136796,0.000782273,0.646367,0.0526005,0.02928618],"study_design_scores_gemma":[0.00009985612,0.00006429525,0.1759107,0.00106503,0.0002593053,0.000228583,0.5239035,0.002577768,0.002259579,0.08524807,0.2079764,0.0004068147],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4408547,0.001736641,0.0019149,0.0934796,0.0007307587,0.0001142671,0.0009171893,0.00006855297,0.4601833],"genre_scores_gemma":[0.9815757,0.0005488543,0.0005613258,0.002781987,0.0000790098,0.00003379532,0.0001889204,0.00005890293,0.01417149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1568334,"threshold_uncertainty_score":0.9779538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448230649826289,"score_gpt":0.4475062885537224,"score_spread":0.3830239820554595,"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."}}