{"id":"W2103853254","doi":"10.1177/1362480608100173","title":"Desistance and social marginalization","year":2009,"lang":"en","type":"article","venue":"Theoretical Criminology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Criminology; Sociology; Population; Context (archaeology); Social capital; Distribution (mathematics); Geography; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002586263,0.0003584547,0.0004458672,0.001722921,0.01025426,0.004342095,0.0008865024,0.0008007578,0.005613043],"category_scores_gemma":[0.00527488,0.0001361536,0.0002841782,0.0009141802,0.03545762,0.003405228,0.0112473,0.00195804,0.0002435837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515467,"about_ca_system_score_gemma":0.003976997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469297,"about_ca_topic_score_gemma":0.01519008,"domain_scores_codex":[0.9955679,0.002116348,0.0001028817,0.0003082979,0.0004712248,0.001433365],"domain_scores_gemma":[0.9966091,0.0006357085,0.0006006436,0.000215601,0.0005928049,0.001346051],"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":[0.00007383176,0.0001107411,0.03110896,0.00008716266,0.00003917695,0.001448707,0.3086357,0.0002380708,0.0003329552,0.6279026,0.001936681,0.02808548],"study_design_scores_gemma":[0.00003444206,0.0001906745,0.04292041,0.0003965281,0.00003126909,0.002128633,0.5205529,0.0004419642,0.0004082763,0.2742994,0.1585344,0.00006120277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034073,0.002271671,0.001859574,0.01354002,0.0001311399,0.00002917511,0.00003415591,0.00001520257,0.1787118],"genre_scores_gemma":[0.9976737,0.0002694628,0.00007520256,0.0001724841,0.00001613162,0.000006054506,0.000004796813,0.000003840815,0.001778311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469297,"threshold_uncertainty_score":0.02921486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847922413854252,"score_gpt":0.3254487726884022,"score_spread":0.2869695485498597,"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."}}