{"id":"W4401784187","doi":"10.1093/oxfordhb/9780192870360.013.4","title":"The Contractual Lens","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Conflict of Laws and Jurisdiction","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lens (geology); Business; Optometry; Optics; Medicine; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002198846,0.0001587858,0.0001521404,0.00005223953,0.00115929,0.0001711036,0.0003862833,0.000307445,0.00007205002],"category_scores_gemma":[0.00000800527,0.0001413583,0.0001893818,0.000005544272,0.0005223152,0.00007939283,0.0001402351,0.0004054793,0.000008030257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695743,"about_ca_system_score_gemma":0.0001698665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00063891,"about_ca_topic_score_gemma":0.001946482,"domain_scores_codex":[0.9990492,0.00002678328,0.0001049327,0.0002368816,0.0003346473,0.0002475695],"domain_scores_gemma":[0.9993365,0.0001665286,0.00009318814,0.0002223739,0.00009153035,0.00008982768],"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":[0.00002714981,0.000001704722,2.933346e-7,0.000006035903,0.00008067014,0.00004426878,0.001772218,2.025994e-7,8.325833e-7,0.9788917,0.005179374,0.01399552],"study_design_scores_gemma":[0.0001027338,0.00002176628,0.000001825723,0.00005087225,0.0001349887,8.949733e-7,0.0003748207,0.000004574689,0.000002247403,0.004093446,0.9950448,0.0001670757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000186077,0.0002855098,0.00001343402,0.0004897516,0.0007559537,0.000260526,0.00005365485,0.0001648108,0.9979578],"genre_scores_gemma":[0.00125635,0.002647363,0.000004353984,0.00004356324,0.0004429856,3.815664e-7,0.000005051381,0.00001962755,0.9955803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9898654,"threshold_uncertainty_score":0.8916441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085637946892883,"score_gpt":0.2424374595201694,"score_spread":0.2115810800512406,"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."}}