{"id":"W4417229062","doi":"10.3390/w17243503","title":"Controls on Tributary–Junction Fan Distribution Along the Chaudière River, Québec, Canada","year":2025,"lang":"en","type":"article","venue":"Water","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tributary; Fluvial; Structural basin; Sedimentary depositional environment; Forcing (mathematics); Confluence; Drainage basin; Spatial distribution; Sediment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000438394,0.0002402776,0.0002106467,0.001212323,0.001524614,0.00108009,0.0005413063,0.0001799343,0.00234576],"category_scores_gemma":[0.00123033,0.0001354234,0.0002212128,0.002031524,0.001255295,0.0002398016,0.000500061,0.0002528336,0.0001467696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01394839,"about_ca_system_score_gemma":0.01330017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872274,"about_ca_topic_score_gemma":0.9959151,"domain_scores_codex":[0.9995685,0.00005040046,0.0000148162,0.0001151002,0.0001292053,0.0001220833],"domain_scores_gemma":[0.9989535,0.0001012406,0.0001556488,0.00004174671,0.0005651118,0.0001828532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006164346,0.00001968424,0.970705,0.00002904606,0.0000532018,0.0001859232,0.001163521,0.001254659,0.003123669,0.0006867876,0.001579288,0.02113764],"study_design_scores_gemma":[0.000002312015,0.000005904574,0.9958909,0.0000125965,0.000007897502,0.00003700816,0.0007077122,0.0009596852,0.000106244,0.00005078446,0.002210502,0.000008444727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911333,0.0003897109,0.0007901101,0.0002397793,0.000009497148,0.0000377583,0.001585266,0.00005160422,0.005763159],"genre_scores_gemma":[0.9979146,0.0001163756,0.0003257178,0.00002355486,0.000001624255,0.000007427403,0.0003819224,0.000007407399,0.00122125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394839,"threshold_uncertainty_score":0.1012031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003158258074995164,"score_gpt":0.1750674333723475,"score_spread":0.1719091752973523,"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."}}