{"id":"W7105719249","doi":"10.2139/ssrn.5745662","title":"Pepa v. Canada (Citizenship and Immigration): There's Only one Reasonable Interpretation…Yet Again","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; University of Fredericton","funders":"","keywords":"Statutory interpretation; Interpretation (philosophy); Supreme court; Statutory law; Jurisprudence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002976126,0.0005505478,0.0009218433,0.001470021,0.01594685,0.01193685,0.002870289,0.01483465,0.01700408],"category_scores_gemma":[0.01054452,0.0004822366,0.0006155478,0.002864586,0.01707823,0.005291524,0.003013071,0.01492221,0.001297197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02586668,"about_ca_system_score_gemma":0.06689901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9362558,"about_ca_topic_score_gemma":0.9426178,"domain_scores_codex":[0.9952632,0.0004746839,0.0001163245,0.0005441043,0.00173173,0.001869923],"domain_scores_gemma":[0.9963651,0.001308741,0.0001924574,0.0001379543,0.001517472,0.0004783105],"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":[0.00002748627,0.000009842626,0.0008489367,0.0000615309,0.00001640902,0.0001233806,0.003130166,0.00006124649,0.0000931114,0.9066265,0.08455919,0.004442147],"study_design_scores_gemma":[0.0001167784,0.00003081539,0.01070801,0.001242675,0.0001618274,0.000260543,0.02394487,0.0005689808,0.0008603254,0.4834682,0.4784467,0.000190196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02323268,0.006815521,0.002858825,0.4803057,0.002284502,0.00006504646,0.001424113,0.0001098273,0.4829038],"genre_scores_gemma":[0.6260641,0.004800144,0.002584978,0.245239,0.001376536,0.0001349282,0.0004426853,0.0001277373,0.1192299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06374425,"threshold_uncertainty_score":0.1876768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213503342139976,"score_gpt":0.2649742203588057,"score_spread":0.252839186937406,"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."}}