{"id":"W2133737748","doi":"10.3138/cjls.26.3.599","title":"From “Observation Dude” to “An Observational Study”: Gaining Access and Conducting Research Inside a Paramilitary Organization","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scholarship; Prison; State (computer science); Population; Criminology; Political science; Politics; Sociology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00254646,0.000113837,0.0002556107,0.0001460335,0.001781124,0.0002856975,0.0002900887,0.0001210308,0.0001326254],"category_scores_gemma":[0.000911561,0.0001333847,0.0000679471,0.0007706857,0.0002774244,0.001106735,0.00003575894,0.0003843092,8.974175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005063326,"about_ca_system_score_gemma":0.00134182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8439579,"about_ca_topic_score_gemma":0.9720358,"domain_scores_codex":[0.9983718,0.0003445864,0.0003834413,0.0002669158,0.0001968847,0.0004363432],"domain_scores_gemma":[0.9969785,0.0003205777,0.0001612566,0.0001443444,0.001301993,0.001093358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008815193,0.00003757057,0.08640283,0.0000157484,0.0001284984,0.00004956284,0.8654807,0.0000449464,0.00004559429,0.0430352,0.0001928767,0.004557711],"study_design_scores_gemma":[0.0002232487,0.0001583399,0.08157279,0.00006400981,0.0001549811,0.0000120607,0.9105953,0.0001145338,0.000008710451,0.005879179,0.001045802,0.0001710584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971111,0.00009801467,0.0001501801,0.001018634,0.0003035505,0.0001913515,0.00002083723,0.000008571927,0.001097752],"genre_scores_gemma":[0.9970534,0.00007465168,0.000776768,0.00148451,0.0004638225,0.000005818296,0.00001868673,0.00001815623,0.0001041737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280779,"threshold_uncertainty_score":0.9995184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3358769633376323,"score_gpt":0.4068580109546234,"score_spread":0.07098104761699109,"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."}}