{"id":"W2622277020","doi":"","title":"The Perfect Storm: Institutional and Organizational Antecedents of Title Fraud in Ontario","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Storm; Political science; Business; Management; Public administration; Engineering; Geography; Meteorology; Economics","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":[0.002481695,0.0001648632,0.0004579533,0.002534031,0.01710391,0.00546658,0.001630769,0.000944417,0.003946158],"category_scores_gemma":[0.02080959,0.0005784627,0.0002533713,0.004901427,0.01085102,0.002275959,0.005634159,0.001261566,0.0002328038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08297695,"about_ca_system_score_gemma":0.07748622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9375821,"about_ca_topic_score_gemma":0.9617488,"domain_scores_codex":[0.9944458,0.0009638732,0.0002897665,0.0004571536,0.002095148,0.001748251],"domain_scores_gemma":[0.9782704,0.004044832,0.0082576,0.001819086,0.004004145,0.003604078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001969676,0.0002044156,0.6487607,0.0001072144,0.00003772253,0.001865012,0.3041553,0.0007047501,0.0008692785,0.01727393,0.003733312,0.02209134],"study_design_scores_gemma":[0.00001483669,0.00006239276,0.6948916,0.00009230272,0.00001924105,0.0001879498,0.2708023,0.0008159063,0.0002692799,0.002357482,0.03044688,0.00003986128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853857,0.0001109097,0.0002299864,0.001574154,0.00001148405,0.0000718935,0.0001323278,0.000006845105,0.01247672],"genre_scores_gemma":[0.9968972,0.0001746225,0.0001357233,0.00006517131,0.000006500076,0.00002692139,0.00006489834,0.000005188618,0.00262373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08297695,"threshold_uncertainty_score":0.6020427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713746786924463,"score_gpt":0.2105672847095021,"score_spread":0.1934298168402574,"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."}}