{"id":"W2061738079","doi":"10.3917/re.071.0068","title":"« REACH : encore un effort ! »","year":2013,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0005368398,0.0005849605,0.0003930708,0.00004088257,0.0002277103,0.00009213466,0.0005895917,0.0002934937,0.04266798],"category_scores_gemma":[0.000262645,0.0005833912,0.0002878683,0.0003071379,0.001503465,0.000524267,0.000554939,0.0003580288,0.003094924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782326,"about_ca_system_score_gemma":0.00002453471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000647275,"about_ca_topic_score_gemma":0.00009432819,"domain_scores_codex":[0.9967921,0.0001217619,0.0006752686,0.0008781551,0.0005465978,0.0009861671],"domain_scores_gemma":[0.9980544,0.0003776835,0.0001214405,0.0009020542,0.00002171213,0.0005227359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001434522,0.001791281,0.03920903,0.000740696,0.0001458231,0.00007202663,0.002504562,0.004724812,0.6756124,0.0008151529,0.01430485,0.2599359],"study_design_scores_gemma":[0.0009119504,0.0003693062,0.1348557,0.0003581913,0.0001322164,0.0001394036,0.00102855,0.002863814,0.2155241,0.003189934,0.639281,0.001345911],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758747,0.005949361,0.0003174498,0.005613436,0.0002192103,0.0005301297,0.00004335111,0.00008596004,0.01136639],"genre_scores_gemma":[0.9580212,0.001384703,0.005039126,0.0004928021,0.0001994144,0.0002403288,0.00006177028,0.00006769147,0.03449296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6249761,"threshold_uncertainty_score":0.9996617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138703752518253,"score_gpt":0.2215696109321378,"score_spread":0.2101825734069553,"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."}}