{"id":"W4396784727","doi":"10.7202/1111195ar","title":"Promoting Privacy, Fairness, and the Open Court Principle in Immigration and Refugee Proceedings","year":2022,"lang":"en","type":"article","venue":"Ottawa Law Review","topic":"European Criminal Justice and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Political science; Internet privacy; Criminology; Law; Computer security; Sociology; Law and economics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07300905,0.0004690078,0.001325165,0.004581582,0.008682981,0.01687774,0.003401347,0.01760732,0.003366905],"category_scores_gemma":[0.1131737,0.001045364,0.001074962,0.004742377,0.03277645,0.01227796,0.007793434,0.0135211,0.0008777526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02761525,"about_ca_system_score_gemma":0.09755222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2190381,"about_ca_topic_score_gemma":0.3437735,"domain_scores_codex":[0.8735215,0.05685752,0.009949898,0.006089909,0.04263656,0.01094451],"domain_scores_gemma":[0.8877428,0.07885528,0.00611712,0.004692341,0.01933134,0.003261123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004499427,0.00004000553,0.001025147,0.0009810166,0.00004858953,0.0001766299,0.0028046,0.0003752962,0.0001910347,0.8529999,0.08824835,0.05306454],"study_design_scores_gemma":[0.0001203428,0.00008438632,0.006939014,0.0063994,0.0001970731,0.0003380105,0.002831272,0.0003084731,0.0008987972,0.4055399,0.5761606,0.0001827353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009442899,0.2559361,0.009535933,0.471142,0.004645009,0.0003624201,0.0003990901,0.00006707347,0.2484694],"genre_scores_gemma":[0.5709387,0.1657863,0.01539057,0.1937277,0.007496539,0.0007223489,0.000451521,0.0001215576,0.04536489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2190381,"threshold_uncertainty_score":0.4355264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333068797050475,"score_gpt":0.337187332621475,"score_spread":0.3038804529164275,"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."}}