{"id":"W7161992227","doi":"10.82308/39456","title":"L'arbitrage des différends en droit de la consommation : une nouvelle approche","year":2003,"lang":"fr","type":"dissertation","venue":"","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbitration; Dispute resolution; Legislature; Alternative dispute resolution; Control (management); Set (abstract data type)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000565799,0.0004966596,0.0004086019,0.0004374316,0.0007613277,0.0008543846,0.0002956136,0.0006878105,0.00654253],"category_scores_gemma":[0.0002836117,0.0005392083,0.0003010003,0.001084256,0.0002416315,0.001060913,0.00004991892,0.0006506112,0.001060184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881415,"about_ca_system_score_gemma":0.0002054497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003092437,"about_ca_topic_score_gemma":0.002456494,"domain_scores_codex":[0.9978875,0.0001088112,0.000552098,0.0004938146,0.0003635348,0.0005942201],"domain_scores_gemma":[0.9987184,0.0002072511,0.0004081595,0.0002854991,0.0003207096,0.00005996003],"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":[0.00005531066,0.0009797195,0.002974424,0.002346701,0.0002643491,0.00001843539,0.001496655,0.0002258555,0.003491069,0.938748,0.02791583,0.02148366],"study_design_scores_gemma":[0.001189398,0.00001841509,0.01550299,0.0004808176,0.0006724261,0.00002086951,0.02728105,0.01425494,0.0007189722,0.01034958,0.9284987,0.001011821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08846471,0.0006630458,0.01670309,0.0006423081,0.000861238,0.0003550639,0.000009617167,0.0002243033,0.8920766],"genre_scores_gemma":[0.5477226,0.0006178966,0.002190817,0.00108126,0.0006244696,0.0001639196,0.001731943,0.0001248929,0.4457422],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9283984,"threshold_uncertainty_score":0.9997176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008070645705886531,"score_gpt":0.2387116874018852,"score_spread":0.2306410416959987,"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."}}