{"id":"W1705321465","doi":"","title":"Déphosphatation d'un rejet de ferme piscicole par filtres extensifs de scories d'aciéries","year":2012,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Humanities; Art; Political science; Gynecology; Geography; Medicine","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":[0.0002659074,0.0004925914,0.0005042713,0.0003869968,0.0007222257,0.000587143,0.0003794448,0.0003341906,0.002495627],"category_scores_gemma":[0.0002212497,0.0002108941,0.0005103912,0.0004763756,0.0003464813,0.0003004708,0.0003702329,0.000468587,0.0004750138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007002731,"about_ca_system_score_gemma":0.0006156182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02036535,"about_ca_topic_score_gemma":0.041954,"domain_scores_codex":[0.9997721,0.00001131055,0.00001176138,0.00006436178,0.00009456267,0.0000459385],"domain_scores_gemma":[0.9998178,0.00003794792,0.00004293597,0.00001633338,0.00005897889,0.00002609952],"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":[0.0005925351,0.00007253673,0.01103109,0.0001603195,0.0000244319,0.0002674961,0.0002633604,0.001623826,0.9676986,0.00003768439,0.00006277225,0.01816535],"study_design_scores_gemma":[0.00003240526,0.003434633,0.1616564,0.00004345511,0.00008416692,0.0001993254,0.0006791545,0.00370807,0.8238943,0.0000391123,0.006199751,0.00002932481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984949,0.00009398758,0.000763037,0.000006740144,0.000003546259,0.0000210405,0.00007290319,0.00002108851,0.0005227354],"genre_scores_gemma":[0.989534,0.0002558258,0.004050839,0.00001466511,0.00000423637,0.00005364283,0.0003304037,0.00001963672,0.005736773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036535,"threshold_uncertainty_score":0.04049361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009586631349744548,"score_gpt":0.2193898173849674,"score_spread":0.2098031860352228,"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."}}