{"id":"W3172130050","doi":"","title":"Technology, the Changing Nature of Disputes, and the Future of Equitable Principles in Canadian Contract Law","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law; Business; Law and economics; Economics; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460953,0.00007759935,0.0001693946,0.00007382357,0.0002393174,0.00004996214,0.0004821736,0.0001402393,0.0001341539],"category_scores_gemma":[0.0001639064,0.00004656857,0.00004376722,0.0002737821,0.0006393345,0.0001896149,0.00007846124,0.0004269335,0.00001319205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005966041,"about_ca_system_score_gemma":0.0001576809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.209715,"about_ca_topic_score_gemma":0.8255836,"domain_scores_codex":[0.9989798,0.0001371222,0.0001904086,0.0001309766,0.000217804,0.0003438822],"domain_scores_gemma":[0.9993089,0.0001973135,0.0001158007,0.0002068033,0.00009599968,0.00007518607],"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":[0.00001568528,0.000008120735,0.007811272,0.000007271559,0.00001436202,0.000001840194,0.0006377601,0.0000061918,0.00009468835,0.9911596,0.00003406192,0.0002091093],"study_design_scores_gemma":[0.0006800885,0.00002205777,0.006420024,0.00009517185,0.000009603012,0.000001380449,0.002437197,0.00008623098,0.000332869,0.005840934,0.9839827,0.00009167295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6857806,0.007685666,9.64086e-7,0.01408611,0.0004419507,0.0005171838,0.00003469054,0.00001938345,0.2914334],"genre_scores_gemma":[0.996112,0.0002276295,0.00002554072,0.001454086,0.0001611126,0.000006147944,0.000002492205,0.000007483874,0.002003493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9853187,"threshold_uncertainty_score":0.7955476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007986192817444225,"score_gpt":0.2532762289587467,"score_spread":0.2452900361413025,"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."}}