{"id":"W2115502277","doi":"10.1139/l00-012","title":"Traitement physico-chimique d'une eau souterraine fortement chargée en fer et en manganèse","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manganese; Aeration; Settling; Anthracite; Filtration (mathematics); Groundwater; Water treatment; Chlorine; Environmental science; Chemistry; Environmental engineering; Environmental chemistry; Metallurgy; Geology; Materials science; Coal; Geotechnical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001940416,0.0002042623,0.0002142549,0.0001218244,0.0003006978,0.0002273263,0.0001713999,0.0002431438,0.001322174],"category_scores_gemma":[0.000205996,0.0000944022,0.0002376067,0.00008680372,0.0001834897,0.0001817776,0.0001703655,0.0002562665,0.0001864687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765356,"about_ca_system_score_gemma":0.0002678608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005142686,"about_ca_topic_score_gemma":0.01167064,"domain_scores_codex":[0.9998953,0.00001306793,0.000003574467,0.00002573739,0.00003875693,0.00002347971],"domain_scores_gemma":[0.9999353,0.00002072693,0.00001239931,0.000005457255,0.00001620363,0.000009971158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006170157,0.00001151699,0.0003670785,0.00001958476,0.000003140739,0.00003074301,0.00002582126,0.00008657428,0.9976337,0.00003459151,0.00001577369,0.001709812],"study_design_scores_gemma":[0.000007201269,0.0003626626,0.003238345,0.000003038538,0.00001371104,0.00008002105,0.00003439093,0.0004892536,0.9939303,0.00002866693,0.001808834,0.000003486673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967958,0.0002304418,0.002253435,0.00004421217,0.000007179988,0.00001257406,0.00003751011,0.00001914291,0.0005997386],"genre_scores_gemma":[0.9904044,0.000301281,0.004064973,0.00002979944,0.000004981554,0.000009758684,0.00008264915,0.00001230654,0.005089861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005142686,"threshold_uncertainty_score":0.01022553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005025767048857121,"score_gpt":0.1725203990462016,"score_spread":0.1674946319973445,"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."}}