{"id":"W1831806786","doi":"","title":"Modification des matériaux naturels et des résidus industriels et application à la rétention des métaux du drainage minier","year":2014,"lang":"fr","type":"article","venue":"Depositum (Université du Québec en Abitibi-Témiscamingue)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Forestry; Geography; 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"],"consensus_categories":[],"category_scores_codex":[0.00150737,0.0005555402,0.0004179889,0.0003064801,0.001056909,0.000255304,0.0007165929,0.0007692723,0.000629281],"category_scores_gemma":[0.0003709989,0.0006202097,0.0002547127,0.0007205384,0.00157698,0.001669556,0.0004017387,0.0007068308,0.0005452877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372413,"about_ca_system_score_gemma":0.0001929231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09956674,"about_ca_topic_score_gemma":0.04337433,"domain_scores_codex":[0.9962765,0.001042414,0.0005156978,0.0009126399,0.0005826716,0.0006701039],"domain_scores_gemma":[0.9978288,0.0005156252,0.0004724093,0.0006385198,0.0001802826,0.0003643101],"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":[0.00009572376,0.00106942,0.0164091,0.000546586,0.0001742507,0.0001467635,0.03849581,0.001351917,0.62194,0.07385733,0.01123058,0.2346825],"study_design_scores_gemma":[0.00228836,0.0005565139,0.8078178,0.0007789246,0.0006427286,0.0006101007,0.003743928,0.02005728,0.04931594,0.02554203,0.08668712,0.00195931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3019946,0.0009559882,0.6520554,0.003422611,0.0001492419,0.0006790019,0.00003522154,0.0003091206,0.04039881],"genre_scores_gemma":[0.9792669,0.001041615,0.01261117,0.0004947246,0.000239936,0.00004400576,0.0002020625,0.00008886077,0.006010664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7914087,"threshold_uncertainty_score":0.9996249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737646156222424,"score_gpt":0.2167500615497338,"score_spread":0.2090124153935114,"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."}}