{"id":"W3047930191","doi":"10.1016/j.socnet.2020.07.007","title":"Network integration within a prison-based therapeutic community","year":2020,"lang":"en","type":"article","venue":"Social Networks","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; National Science Foundation","keywords":"Homophily; Prison; Perspective (graphical); Community integration; Psychology; Therapeutic community; Sociology; Social psychology; Criminology; Computer science; Medicine; Psychiatry; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002344139,0.0001858444,0.0002373977,0.001209594,0.00942754,0.003595652,0.001466883,0.000732063,0.006806781],"category_scores_gemma":[0.00690091,0.0001792398,0.0002688896,0.0007586465,0.001913402,0.002242364,0.006258131,0.001239974,0.0003831398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006307263,"about_ca_system_score_gemma":0.01252494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03378046,"about_ca_topic_score_gemma":0.123818,"domain_scores_codex":[0.9968737,0.001895019,0.00007221772,0.0002387716,0.0002019875,0.0007181735],"domain_scores_gemma":[0.9929837,0.0007758916,0.0008281427,0.0002373341,0.0006476844,0.00452718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00120402,0.00525867,0.6158131,0.0002693802,0.0002316895,0.003145832,0.1033991,0.001682764,0.001913687,0.0258338,0.01772731,0.2235207],"study_design_scores_gemma":[0.0002918332,0.002968376,0.6490074,0.0007489431,0.0003259384,0.001695401,0.282214,0.008524827,0.0008533835,0.01666574,0.03659071,0.0001134547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851004,0.0001629737,0.0008835693,0.003645214,0.00008781087,0.0001567887,0.00007822851,0.00002675747,0.009858212],"genre_scores_gemma":[0.9976433,0.00005703698,0.0004577994,0.0001744346,0.00002216681,0.00006215704,0.00003164544,0.00000348932,0.001548087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03378046,"threshold_uncertainty_score":0.06716764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06543132570440305,"score_gpt":0.2980022011548367,"score_spread":0.2325708754504336,"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."}}