{"id":"W3171579023","doi":"10.6000/1929-4409.2021.10.04","title":"Criminological Outlook of Overcoming Disproportionate Punishment in Environmental Crimes","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seriousness; Criminalization; Harm; Punishment (psychology); Criminology; Criminal law; Law; Environmental pollution; Psychology; Political science; Social psychology; Environmental protection; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002353993,0.0004136119,0.0002461549,0.003997596,0.003651551,0.004811406,0.001123506,0.002527245,0.005728519],"category_scores_gemma":[0.00355135,0.0001730247,0.0003227791,0.001165794,0.01067138,0.002978411,0.00157411,0.002389413,0.0004529225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00474354,"about_ca_system_score_gemma":0.004063239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007207764,"about_ca_topic_score_gemma":0.01537479,"domain_scores_codex":[0.9986612,0.0005830326,0.00004437562,0.0001341824,0.0003146524,0.0002625271],"domain_scores_gemma":[0.9979875,0.0005270347,0.0002118901,0.0001388874,0.0009005511,0.0002340227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001474423,0.00008207718,0.00194143,0.0001267439,0.00001033217,0.0003274292,0.000925614,0.001292274,0.0003870256,0.9646978,0.005662227,0.02453235],"study_design_scores_gemma":[0.00001663431,0.0001540087,0.02337603,0.0004471207,0.0000303755,0.0009140681,0.009924547,0.003288336,0.001398369,0.7902375,0.1701662,0.00004678618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06207943,0.01692228,0.02590185,0.09146446,0.001299374,0.0002133991,0.0001531975,0.00008899761,0.8018771],"genre_scores_gemma":[0.921082,0.01039691,0.01353353,0.00561116,0.0009004571,0.0001320048,0.00006488975,0.00002777679,0.04825127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007207764,"threshold_uncertainty_score":0.03441697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510065989330384,"score_gpt":0.3051499701717971,"score_spread":0.2541433712387587,"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."}}