{"id":"W2187523562","doi":"10.15273/jue.v1i1.8063","title":"Acknowledging the Stigmatized: Sex Offenders and Their Outlooks versus Women in Relationships with Incarcerated Men and Their Perceptions of the Criminal Justice System","year":2011,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema (genetic algorithms); Psychology; Criminal justice; Perception; Social psychology; Criminology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002006319,0.0001644952,0.0002437391,0.0003307227,0.00270606,0.000123406,0.0002396183,0.00008279579,0.000006282597],"category_scores_gemma":[0.0001944611,0.00008498487,0.0001422132,0.0009047122,0.0006544641,0.000220469,0.00004320567,0.0004933179,3.677641e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328568,"about_ca_system_score_gemma":0.000149424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009460626,"about_ca_topic_score_gemma":0.01097528,"domain_scores_codex":[0.9983102,0.0006481148,0.0003245031,0.0001733521,0.000197836,0.0003459743],"domain_scores_gemma":[0.9983307,0.0008438877,0.0002641798,0.0001705045,0.0002583504,0.0001324214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004492615,0.00008448793,0.01344159,0.0002279614,0.0004336578,0.00000124751,0.97435,0.0001215459,0.000101281,0.004179998,0.0001772667,0.00643164],"study_design_scores_gemma":[0.0006560688,0.0001230758,0.007042476,0.0001306879,0.0007811412,0.00001541217,0.9876449,0.001443348,0.00001997867,0.001938549,0.00008574498,0.000118579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907113,0.0002486815,0.003311479,0.000594342,0.0003000084,0.0003249459,0.000008900783,0.00002431566,0.004475971],"genre_scores_gemma":[0.9992106,0.0003775786,0.0001371197,0.00001956795,0.0000797604,0.00003608996,8.671985e-7,0.00001306246,0.0001253368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01329487,"threshold_uncertainty_score":0.9985923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857335066345982,"score_gpt":0.3017396429847142,"score_spread":0.2231662923212543,"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."}}