{"id":"W7019176702","doi":"","title":"The Flaws of Magic Bullet Theory: Retraining Unconscionability to Discretely Target Different Contexts of Unfairness in Contracts","year":2022,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Legal principles and applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unconscionability; Doctrine; Common law; Proposition; Jurisprudence; Rationalisation; Circumstantial evidence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01321997,0.0007254715,0.001117508,0.002385984,0.00883373,0.01007234,0.004940636,0.006223802,0.005962871],"category_scores_gemma":[0.02375053,0.0006054196,0.001096827,0.001572152,0.05585434,0.01092616,0.005345286,0.01233913,0.000876562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03558597,"about_ca_system_score_gemma":0.05212713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5139912,"about_ca_topic_score_gemma":0.4878392,"domain_scores_codex":[0.9849138,0.00344339,0.0004200356,0.001707293,0.007744815,0.001770857],"domain_scores_gemma":[0.9896222,0.004459958,0.0004955066,0.001586524,0.003044359,0.0007914013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007762797,0.000005114695,0.0001671925,0.00001455694,0.000004411014,0.00002017965,0.0009478522,0.0002800877,0.00006311377,0.991254,0.00183164,0.00540412],"study_design_scores_gemma":[0.00003452387,0.00002060811,0.000606938,0.0001320651,0.00001932555,0.00005309295,0.0009879641,0.002749731,0.0003166356,0.9520447,0.0429773,0.00005692741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0465709,0.007304028,0.2598386,0.2538802,0.001630593,0.0002316708,0.0002627326,0.0004845433,0.4297968],"genre_scores_gemma":[0.8700783,0.002793411,0.06021702,0.02744634,0.0006462946,0.000232349,0.00006023809,0.0003314381,0.03819469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5139912,"threshold_uncertainty_score":0.9777421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709979219574049,"score_gpt":0.2892164740539691,"score_spread":0.2721166818582286,"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."}}