{"id":"W4395031095","doi":"10.29173/alr2741","title":"Uncertainty Over the Scope of Borrower Protections in Mortgage Enforcement Proceedings in Alberta: The Problems and Potential Solutions","year":2023,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"Fondation pour la recherche juridique","keywords":"Scope (computer science); Enforcement; Business; Law and economics; Actuarial science; Mortgage underwriting; Finance; Economics; Law; Mortgage insurance; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05793761,0.0003093418,0.00125419,0.008119247,0.009523592,0.0154582,0.006087522,0.005747649,0.003466168],"category_scores_gemma":[0.107815,0.0009034059,0.0005705471,0.008227436,0.02193039,0.006779319,0.006870314,0.00663618,0.0001954754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08620813,"about_ca_system_score_gemma":0.1113495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8230651,"about_ca_topic_score_gemma":0.9093822,"domain_scores_codex":[0.9548291,0.01162651,0.002497776,0.004078129,0.02144372,0.005524788],"domain_scores_gemma":[0.8479139,0.1054127,0.01587707,0.003462445,0.0229289,0.004404905],"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":[0.0002176466,0.000141505,0.1173156,0.001558882,0.0003166516,0.002583069,0.03899643,0.007029026,0.0006638828,0.5539852,0.02559391,0.2515982],"study_design_scores_gemma":[0.0001124124,0.000136257,0.3482456,0.0105257,0.0004233892,0.001283896,0.09799162,0.005418466,0.001067328,0.3669516,0.1672888,0.0005550976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3561251,0.0991438,0.01391172,0.3507869,0.0007035356,0.0002930597,0.001051848,0.0001164432,0.1778677],"genre_scores_gemma":[0.9677555,0.01411856,0.002617097,0.01093261,0.0002827531,0.00005281301,0.0001519166,0.0000150119,0.00407373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1769349,"threshold_uncertainty_score":0.6254867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525285719647719,"score_gpt":0.3206136954996343,"score_spread":0.2753608383031571,"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."}}