{"id":"W3199978701","doi":"","title":"Cinq décisions d’intérêt en matière de brevets non pharmaceutiques en 2020","year":2021,"lang":"fr","type":"article","venue":"Les Cahiers de propriété intellectuelle","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003334039,0.0008485185,0.0009408719,0.0002292222,0.001906098,0.0004528002,0.001521025,0.001929413,0.05188137],"category_scores_gemma":[0.006981946,0.0008738439,0.0006924894,0.001973784,0.002137971,0.0005209707,0.0006271661,0.003704959,0.004268186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004592201,"about_ca_system_score_gemma":0.002353357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010436,"about_ca_topic_score_gemma":0.001746781,"domain_scores_codex":[0.989472,0.00492461,0.001057981,0.001273877,0.00101114,0.002260352],"domain_scores_gemma":[0.9943293,0.003041426,0.0002581718,0.0008055561,0.0006702161,0.0008953329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000394039,0.0008175143,0.0001616198,0.0005983092,0.0006755957,0.0008776204,0.354495,0.0002684604,0.02810506,0.01241941,0.2432915,0.3578959],"study_design_scores_gemma":[0.0006528381,0.0002908615,0.00003881326,0.0005069429,0.0002694039,0.0004024009,0.02151595,0.00832926,0.1279121,0.01031946,0.8287535,0.001008467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1744505,0.0316557,0.05674657,0.05016279,0.004563027,0.001986337,0.0001166819,0.0006355424,0.6796829],"genre_scores_gemma":[0.4845007,0.01768647,0.01506364,0.004847707,0.002414002,0.0001011102,0.00003840847,0.000222356,0.4751256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.585462,"threshold_uncertainty_score":0.9993933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300224200938442,"score_gpt":0.3098066728453595,"score_spread":0.2868044308359751,"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."}}