{"id":"W2562789464","doi":"10.2166/wqrjc.2014.101","title":"Editorial","year":2015,"lang":"es","type":"editorial","venue":"Water Quality Research Journal","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Trojan Technologies (Canada)","funders":"","keywords":"Environmental science; Environmental chemistry; Chemistry","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":[0.008791013,0.002779446,0.003161014,0.004714363,0.002946912,0.01006264,0.00307593,0.01407012,0.04132237],"category_scores_gemma":[0.05249705,0.0008954752,0.002647369,0.001685094,0.002454667,0.003834377,0.002059278,0.01283485,0.02701869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354971,"about_ca_system_score_gemma":0.00446599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439066,"about_ca_topic_score_gemma":0.003379536,"domain_scores_codex":[0.9918758,0.001357168,0.0009605033,0.001064573,0.004073089,0.000668963],"domain_scores_gemma":[0.9661009,0.007718125,0.002273602,0.001392275,0.01729161,0.005223491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001880254,0.000009011335,0.00001356042,0.00007443944,0.000007684625,0.00005786225,0.000004460377,0.00001163521,0.00001966748,0.0002237038,0.9956579,0.003901287],"study_design_scores_gemma":[0.00005664914,0.00001629011,0.0001545288,0.0002987776,0.00002664208,0.0001095601,0.00002112085,0.00008947373,0.00007867459,0.00101066,0.9981262,0.00001135663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002745452,0.001873367,0.00008376937,0.02773474,0.9672226,0.00002750308,0.00005533898,0.0000432562,0.002932017],"genre_scores_gemma":[0.0005880554,0.002357763,0.0001391242,0.02353197,0.9487342,0.00004553508,0.0000772709,0.00004505422,0.02448115],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04132237,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4456780938204233,"score_gpt":0.5941798605217185,"score_spread":0.1485017667012951,"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."}}