{"id":"W6944051679","doi":"10.17605/osf.io/qmhp5","title":"To Breach or Not to Breach: Exploring Inconsistencies in the Interpretation, Enforcement, and Impact of Canada's Section 161 Order for Sexual Offending","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Order (exchange); Section (typography); Interpretation (philosophy); Subject (documents); Empirical research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005350788,0.0007660149,0.001015307,0.001132822,0.0001449514,0.0001758859,0.001305131,0.0003233097,0.05554189],"category_scores_gemma":[0.005153006,0.0006508309,0.0001708747,0.0008748638,0.0001047735,0.0002843618,0.001277411,0.0005511311,0.02582507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914748,"about_ca_system_score_gemma":0.001545381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4169512,"about_ca_topic_score_gemma":0.557394,"domain_scores_codex":[0.9942085,0.0006767877,0.001054401,0.00237011,0.0008555295,0.0008346907],"domain_scores_gemma":[0.9942724,0.001181259,0.0007302481,0.003205733,0.0003087789,0.0003016349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005794849,0.0005228206,0.03392185,0.001956696,0.002081176,0.00002540947,0.05723058,0.02611752,0.01676407,0.0006148331,0.8318317,0.0231385],"study_design_scores_gemma":[0.007661434,0.0001593997,0.1240638,0.004869195,0.0009985239,0.000390975,0.03243961,0.006749236,0.007367499,0.0002276205,0.8097794,0.005293299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1983251,0.000002781747,0.004528644,0.0001933147,0.001067144,0.01040712,0.001239735,0.0002330043,0.7840031],"genre_scores_gemma":[0.4710437,0.000009181465,0.001143371,0.0001834176,0.0001707393,0.001575006,0.00008810202,0.0005809856,0.5252055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2727186,"threshold_uncertainty_score":0.9995943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499394816546252,"score_gpt":0.3050990111166779,"score_spread":0.2601050629512153,"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."}}