{"id":"W1546568219","doi":"10.7202/705538ar","title":"Traitements d'effluents issus de l'industrie de la pêche par un procédé de coagulation/floculation","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Molecular biology; Humanities; Philosophy; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003451686,0.000476989,0.0005318986,0.000207782,0.00031154,0.0006313103,0.0002050083,0.0005914273,0.0007250634],"category_scores_gemma":[0.0003814482,0.0001345486,0.000461407,0.0002603773,0.0002396258,0.0003284587,0.0003091266,0.000551825,0.0002016043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681012,"about_ca_system_score_gemma":0.0002938983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015436,"about_ca_topic_score_gemma":0.002304408,"domain_scores_codex":[0.9996431,0.00005354107,0.00002158707,0.00008052159,0.0001587146,0.00004250569],"domain_scores_gemma":[0.9998348,0.00003677513,0.00004824369,0.00001301363,0.00005202838,0.0000150753],"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":[0.00004934991,0.00002582304,0.0003326644,0.00009390169,0.000009035602,0.00004449206,0.00004431729,0.0001177028,0.9953302,0.00001940258,0.000009818562,0.00392333],"study_design_scores_gemma":[0.000007637691,0.0006783147,0.005372385,0.00001657837,0.00003399248,0.0001245172,0.00007538642,0.0006255453,0.9906808,0.00002687488,0.002349745,0.000008154305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924375,0.001228845,0.005363755,0.00004112407,0.0000224494,0.00004453426,0.0000542176,0.00003115074,0.0007763228],"genre_scores_gemma":[0.9739943,0.002381011,0.01762014,0.00008437839,0.00001797553,0.00007531326,0.0001811343,0.00003622009,0.005609495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015436,"threshold_uncertainty_score":0.002425551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08242852216138762,"score_gpt":0.3409624270590042,"score_spread":0.2585339048976166,"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."}}