{"id":"W2724863125","doi":"","title":"Pertinence des essais de lixiviation en batch dans la prédiction du comportement hydrogéochimique des rejets miniers","year":2016,"lang":"fr","type":"article","venue":"Depositum (Université du Québec en Abitibi-Témiscamingue)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Chemistry; Humanities; Art; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324802,0.001202241,0.001564463,0.0007624584,0.0004519571,0.001915794,0.0009215701,0.001501269,0.001360418],"category_scores_gemma":[0.003978948,0.0007090502,0.001334959,0.0007154152,0.0003947158,0.001223037,0.0004666036,0.00111008,0.0005672643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206968,"about_ca_system_score_gemma":0.001281974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744219,"about_ca_topic_score_gemma":0.02475614,"domain_scores_codex":[0.9991597,0.0001385387,0.00007066194,0.0002890425,0.0002885886,0.00005355015],"domain_scores_gemma":[0.997288,0.001736672,0.0002486726,0.0001542419,0.000507022,0.00006536394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002480071,0.0003415349,0.07271307,0.001242322,0.0003974696,0.0002108754,0.0003764936,0.7079061,0.09598834,0.0006720557,0.001132888,0.1165389],"study_design_scores_gemma":[0.00003660363,0.0005933323,0.0179637,0.00005637987,0.0001151801,0.00005497036,0.0001241122,0.9285035,0.0503129,0.0004038476,0.001758095,0.00007741373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385887,0.003984294,0.1514807,0.0003105479,0.0001691638,0.0001295101,0.001307543,0.001261158,0.00276841],"genre_scores_gemma":[0.9537532,0.001097933,0.039156,0.00007387575,0.0000194264,0.0000985033,0.0009812091,0.00009698466,0.004722776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02744219,"threshold_uncertainty_score":0.05456489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003733515912741746,"score_gpt":0.1701260594159163,"score_spread":0.1663925435031746,"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."}}