{"id":"W2948600054","doi":"","title":"Caractérisation spatio-temporelle de la réactivité des précurseurs de sous-produits de la désinfection en réseau de distribution d'eau potable","year":2010,"lang":"fr","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Water Systems and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.000293583,0.0003823118,0.0004604698,0.0004667262,0.000469256,0.0008173971,0.0003434205,0.000470732,0.00397313],"category_scores_gemma":[0.0002721855,0.000252135,0.0005519931,0.0003316863,0.0002778982,0.0004232585,0.0002631833,0.0006533639,0.0006063175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222259,"about_ca_system_score_gemma":0.0007830182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06003019,"about_ca_topic_score_gemma":0.1058741,"domain_scores_codex":[0.9997208,0.00001124149,0.000007583987,0.00008868756,0.0001142099,0.00005754199],"domain_scores_gemma":[0.9996819,0.00005546097,0.0000533855,0.00001294338,0.0001724254,0.00002378357],"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":[0.0003221603,0.00004194761,0.01629598,0.0004733499,0.00007495306,0.0002202405,0.0005143562,0.001371516,0.9645869,0.0002827043,0.000540314,0.01527558],"study_design_scores_gemma":[0.00001259082,0.0006241584,0.1735938,0.00007052419,0.0001474576,0.0003222746,0.001212593,0.007679309,0.799147,0.0003046478,0.01681115,0.00007454879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834963,0.002644137,0.006465377,0.000149425,0.0000649455,0.00006462091,0.001961964,0.00017686,0.004976303],"genre_scores_gemma":[0.980891,0.002013624,0.003952977,0.00008997745,0.0000112643,0.0000618114,0.00109169,0.0000607419,0.01182707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06003019,"threshold_uncertainty_score":0.1193616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004159499786690853,"score_gpt":0.1826907285084293,"score_spread":0.1785312287217384,"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."}}