{"id":"W7102574942","doi":"10.3138/utlj-2025-0036","title":"Trebilcock and trade-offs","year":2025,"lang":"en","type":"article","venue":"University of Toronto Law Journal","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technocracy; Normative; Scholarship; Variety (cybernetics); Theme (computing); Politics; Relation (database); Perspective (graphical)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024188,0.00003024333,0.00006256072,0.00001134805,0.0005077171,0.00002818002,0.0001561686,0.00002545041,0.0007319351],"category_scores_gemma":[0.00001852747,0.00003306894,0.00004326655,0.00001377485,0.000194076,0.0003346172,0.00002118486,0.00006344761,0.000002002037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173741,"about_ca_system_score_gemma":0.00004822963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01884455,"about_ca_topic_score_gemma":0.0695695,"domain_scores_codex":[0.9996214,0.00007933455,0.00005542257,0.00005083318,0.0001164044,0.00007658744],"domain_scores_gemma":[0.9997737,0.00003848836,0.00004747504,0.00003233205,0.00004626861,0.00006175636],"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":[0.00002672295,0.00002079596,0.0005248375,0.000001858408,0.00002822986,0.00001023174,0.0019213,8.274621e-7,0.00005589203,0.9902898,0.00263311,0.004486375],"study_design_scores_gemma":[0.000308952,0.00002184692,0.007413522,0.0000232566,0.00001479358,0.000001484406,0.003481147,0.00001055209,0.00001193539,0.0007449669,0.9879335,0.00003406084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02333014,0.0006756277,0.0001467259,0.001898339,0.0001727788,0.00002658677,0.000002117743,0.000008630045,0.973739],"genre_scores_gemma":[0.9848595,0.0009746985,0.0002229849,0.0002219765,0.0000620822,3.214091e-9,2.203728e-7,0.000001239657,0.01365724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9895449,"threshold_uncertainty_score":0.987689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009671858974177336,"score_gpt":0.2461201656968954,"score_spread":0.2364483067227181,"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."}}