{"id":"W4394916847","doi":"10.1144/sp540-2023-94","title":"Floodplain organic-carbon dynamics modulated by meandering-channel migration: Vermilion River, Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vermilion; Floodplain; Channel (broadcasting); Hydrology (agriculture); Geology; Oceanography; Environmental science; Geography; Geotechnical engineering; Cartography; Engineering; Telecommunications; Art","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":[0.0001412494,0.000164148,0.0001862428,0.0006791234,0.001562854,0.0007942512,0.0004590341,0.0002077262,0.001759018],"category_scores_gemma":[0.0005091602,0.0001657757,0.0001453166,0.001758985,0.0005479465,0.0002110599,0.0003682786,0.0001982781,0.0001509086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01528611,"about_ca_system_score_gemma":0.009356858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938654,"about_ca_topic_score_gemma":0.9986198,"domain_scores_codex":[0.9998676,0.0000105235,0.000005742272,0.00003646369,0.00003053229,0.00004916305],"domain_scores_gemma":[0.9994488,0.00005209546,0.00009093525,0.0000232992,0.0002753751,0.000109498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001403158,0.00002404211,0.9751831,0.00005038632,0.00005468314,0.0001968849,0.002811573,0.001326396,0.005283451,0.0003011721,0.002142373,0.01248567],"study_design_scores_gemma":[0.000002305012,0.000004180908,0.9976103,0.000006125765,0.000007516462,0.00001258713,0.0008560141,0.0005074476,0.0001265256,0.00002233062,0.0008397528,0.000004862898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955315,0.0001628986,0.0001451993,0.0001266936,0.000003312632,0.00001209298,0.001862178,0.00001389764,0.002142175],"genre_scores_gemma":[0.996903,0.0001268359,0.000242041,0.00002145967,0.000001184324,0.000007989232,0.0006134253,0.000006433343,0.002077699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528611,"threshold_uncertainty_score":0.110909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199232230058849,"score_gpt":0.2041583253865784,"score_spread":0.1921660030859899,"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."}}