{"id":"W3106503431","doi":"","title":"Droit algorithmique [Version intégrale]","year":2020,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Humanities; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002710157,0.0003541956,0.0003964413,0.00005380608,0.0002826609,0.0003124764,0.001574231,0.0002898344,0.002318804],"category_scores_gemma":[0.0002181954,0.0003478752,0.000255354,0.0008340142,0.0003370948,0.00092034,0.0005649441,0.0009389301,0.004377659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591484,"about_ca_system_score_gemma":0.0007661086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250339,"about_ca_topic_score_gemma":0.00003297563,"domain_scores_codex":[0.9967148,0.0002530135,0.0004196413,0.0009488466,0.0004274248,0.001236215],"domain_scores_gemma":[0.9984879,0.0001196835,0.0001160014,0.0006130045,0.000180349,0.0004830998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008026218,0.0001835961,0.0000179993,0.00009548843,0.000102321,0.0000543636,0.002273944,0.00006673339,0.006826054,0.1871791,0.6119437,0.1911764],"study_design_scores_gemma":[0.0004107223,0.001748185,0.00001433584,0.00004782347,0.00002639693,0.00004392761,0.00002152391,0.2140914,0.01199709,0.01116269,0.7600076,0.0004282841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001655065,0.02546661,0.7012693,0.1576014,0.003968994,0.000634352,0.00001614852,0.0006191284,0.108769],"genre_scores_gemma":[0.8551697,0.007703993,0.01421862,0.0366491,0.006476602,0.00002990666,0.00003016429,0.0001208633,0.07960103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8535147,"threshold_uncertainty_score":0.9998973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024302260763935,"score_gpt":0.2234543788465229,"score_spread":0.1932113562388835,"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."}}