{"id":"W3035901810","doi":"","title":"Traitement de la salinité sulfatée et de la toxicité associée des effluents miniers au moyen de l'électrocoagulation","year":2019,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Newmont Corporation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Polytechnique Montréal; Goldcorp","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004770412,0.000624935,0.0005747981,0.0004576158,0.0002777049,0.0005107279,0.0004652657,0.001152014,0.0002511695],"category_scores_gemma":[0.0005636313,0.0007200526,0.0003979748,0.0005057317,0.0001762145,0.0006525545,0.0001160684,0.001467776,0.00006697085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005317183,"about_ca_system_score_gemma":0.0008119522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02225281,"about_ca_topic_score_gemma":0.002407692,"domain_scores_codex":[0.9950352,0.001632688,0.0007621028,0.0005273133,0.0004667475,0.001575954],"domain_scores_gemma":[0.9974596,0.0009834934,0.0002882381,0.0005574463,0.00007273522,0.0006384673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001958806,0.0007624679,0.1966733,0.0005833802,0.000536397,0.000124445,0.004999016,0.1294796,0.5548561,0.04107981,0.001887211,0.06882243],"study_design_scores_gemma":[0.002089862,0.000329753,0.4671208,0.0006477612,0.0002897633,0.0006609383,0.0006940091,0.3765386,0.1110422,0.007242664,0.03203374,0.001309877],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713532,0.002158534,0.2738985,0.001222728,0.0003146369,0.0007017422,0.00005508453,0.0006040542,0.007512721],"genre_scores_gemma":[0.9030648,0.000898036,0.09027015,0.001563405,0.0002940597,0.0002224651,0.00005398344,0.0001745484,0.003458508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438138,"threshold_uncertainty_score":0.9995251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482091900196127,"score_gpt":0.2653517913952439,"score_spread":0.2558696994950478,"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."}}