{"id":"W2903358943","doi":"","title":"A Spectrum of Tools to Support Litigation Risk Assessment: Promise and Limitations","year":2017,"lang":"en","type":"article","venue":"Canadian journal of law and technology","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Toolbox; Focus (optics); Risk analysis (engineering); Risk assessment; Computer science; Management science; Knowledge management; Business; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"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":[0.09388959,0.002536261,0.002706332,0.02159685,0.001944321,0.01245249,0.01109785,0.004336578,0.009982684],"category_scores_gemma":[0.1632909,0.001316273,0.002867694,0.009492386,0.003215112,0.02122462,0.007761682,0.00738475,0.005546944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003814168,"about_ca_system_score_gemma":0.007666382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01476636,"about_ca_topic_score_gemma":0.01534062,"domain_scores_codex":[0.9321705,0.04087948,0.005840203,0.004482342,0.0151277,0.001499822],"domain_scores_gemma":[0.5962304,0.2793247,0.01382921,0.02925273,0.07292604,0.008436959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004010005,0.0009479875,0.06518264,0.001935841,0.000335067,0.000150685,0.001852336,0.006794082,0.0007713661,0.03396722,0.03908715,0.8485746],"study_design_scores_gemma":[0.0004778215,0.002541617,0.1293743,0.02659348,0.0006822729,0.002513574,0.01199744,0.1309848,0.004069316,0.3669249,0.3219641,0.001876393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05844446,0.06002882,0.5778561,0.1657148,0.002671103,0.003678853,0.01223616,0.01047166,0.108898],"genre_scores_gemma":[0.1847908,0.01505848,0.7799069,0.009005092,0.001542434,0.002806489,0.002521405,0.0004659068,0.003902475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09388959,"threshold_uncertainty_score":0.4965415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477266246415463,"score_gpt":0.2391888759706859,"score_spread":0.1944162135065313,"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."}}