{"id":"W4416976540","doi":"10.1002/esp.70212","title":"Timescales of formative discharge and principal controls on the channel width of the Jamuna River, Bangladesh","year":2025,"lang":"en","type":"article","venue":"Earth Surface Processes and Landforms","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"Asian Development Bank","keywords":"Channel (broadcasting); Bank erosion; Hydrology (agriculture); Flood myth; Variable (mathematics); Sediment; Flow (mathematics); Fluvial","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":[0.0004275583,0.0001289594,0.0001200243,0.000582348,0.0003322338,0.0006340354,0.0001897142,0.0001612308,0.00149104],"category_scores_gemma":[0.002259518,0.0001275172,0.0001072113,0.0005736789,0.0004909381,0.0004424411,0.0004405185,0.0002550835,0.0001539377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530654,"about_ca_system_score_gemma":0.0002328095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395402,"about_ca_topic_score_gemma":0.01966379,"domain_scores_codex":[0.9998721,0.00002720235,0.00001059456,0.00004127541,0.00001789339,0.00003094851],"domain_scores_gemma":[0.9990647,0.0003094629,0.0002986942,0.0000740863,0.0001131989,0.0001398489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406372,0.00002369471,0.9789525,0.00002423387,0.00005289227,0.0002113986,0.0008213331,0.001569292,0.01028202,0.0009148897,0.0003421345,0.006664822],"study_design_scores_gemma":[0.000001407046,0.00001387163,0.9983669,0.000002793414,0.000005269586,0.00003021085,0.0002857464,0.0007886114,0.000171109,0.0001356641,0.0001929761,0.000005515742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998377,0.0000672356,0.0002065223,0.00006411292,0.00000143379,0.000002288803,0.0002544999,0.000005184618,0.00102176],"genre_scores_gemma":[0.9997817,0.00002312563,0.00002820626,0.000005161482,0.000001154088,0.000001774161,0.00007135663,0.000001143579,0.00008645178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395402,"threshold_uncertainty_score":0.0277456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005749924556335437,"score_gpt":0.2002687578300686,"score_spread":0.1945188332737331,"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."}}