{"id":"W7002166064","doi":"","title":"Multi-scale streamfow simulation","year":2023,"lang":"en","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discretization; Context (archaeology); Hydrological modelling; Projection (relational algebra); Scale (ratio); Climate model; Multivariate statistics; Representation (politics); Extreme value theory","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001014353,0.001477035,0.001227734,0.001605691,0.0003153711,0.0002173402,0.003423701,0.007499107,0.0002192264],"category_scores_gemma":[0.005008931,0.001443002,0.0005947533,0.001729966,0.001773272,0.0000239786,0.002303945,0.002383842,0.0006739604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312179,"about_ca_system_score_gemma":0.0009183173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143788,"about_ca_topic_score_gemma":0.006104296,"domain_scores_codex":[0.9929968,0.0001392766,0.001044084,0.00196348,0.001089192,0.002767143],"domain_scores_gemma":[0.9947639,0.0001833478,0.0006868916,0.003504637,0.0003281803,0.0005330305],"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":[0.0004098423,0.001386583,0.01783504,0.001141027,0.001081827,0.0006571899,0.0002552196,0.01297178,0.08015281,0.0001221062,0.8275887,0.05639782],"study_design_scores_gemma":[0.002807321,0.001867729,0.001749487,0.0005367388,0.0002172812,0.0000889072,0.0035616,0.0376329,0.04249949,0.0003349051,0.9059106,0.002792998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06982977,0.02161488,0.6709107,0.01908033,0.006655976,0.02479967,0.008096793,0.09025134,0.08876061],"genre_scores_gemma":[0.3162099,0.01300507,0.05387005,0.001435235,0.001572345,0.001683135,0.001718507,0.004540673,0.6059651],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6170406,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129750468281382,"score_gpt":0.305957517544748,"score_spread":0.2846600128619342,"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."}}