{"id":"W4403325701","doi":"10.5070/cj88164342","title":"Recognizing Significant Environmental Deprivation as a Mitigating Factor in the Federal Sentencing System: Some Lessons from Commonwealth Jurisdictions","year":2024,"lang":"en","type":"article","venue":"UCLA Criminal Justice Law Review","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Factor (programming language); Political science; Environmental planning; Environmental science; Law; Computer science","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":[0.01179478,0.0003011097,0.0006179232,0.001753592,0.01518389,0.007537571,0.002394064,0.006683142,0.00228619],"category_scores_gemma":[0.02164244,0.0004195745,0.0007866601,0.00133588,0.01099249,0.008437269,0.007208037,0.008185544,0.00019342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01314023,"about_ca_system_score_gemma":0.02332881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2488171,"about_ca_topic_score_gemma":0.4858472,"domain_scores_codex":[0.9921548,0.003067847,0.0002700018,0.0005052825,0.001151692,0.002850486],"domain_scores_gemma":[0.9865878,0.007220188,0.0008642464,0.0008856252,0.002983318,0.001458799],"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":[0.0002247564,0.001173321,0.0893845,0.0003768327,0.0002061019,0.005273388,0.08803663,0.004103665,0.001650656,0.5907315,0.05675961,0.1620791],"study_design_scores_gemma":[0.0001440825,0.0008481177,0.2108512,0.002740471,0.0005118632,0.001368763,0.1643743,0.008707365,0.003479742,0.4069855,0.1994239,0.0005645852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5636964,0.008708928,0.005038157,0.310776,0.0006593852,0.0000965887,0.00009722722,0.00005473895,0.1108726],"genre_scores_gemma":[0.9771479,0.003007156,0.001815146,0.01367839,0.0002960096,0.00005409657,0.00003839682,0.00001459821,0.003948266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488171,"threshold_uncertainty_score":0.4947376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06536902451163956,"score_gpt":0.3574130267689958,"score_spread":0.2920440022573563,"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."}}