{"id":"W6990950345","doi":"","title":"Evaluating Field Evidence of Fine-grained Sediment Abrasion in Gravel-bedded Rivers: a Case Study of the Lillooet and Suiattle Rivers in the Cascade Volcanic Arc (British Columbia, Canada, and Washington, USA)","year":2024,"lang":"en","type":"article","venue":"Bucknell Digital Commons (Bucknell University)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roundness (object); Sphericity; Sediment; Fluvial; Granulometry; Abrasion (mechanical); Grain size; Sorting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612425,0.000349692,0.000327284,0.001362806,0.002060988,0.0009581366,0.0009540733,0.0006749475,0.0005689497],"category_scores_gemma":[0.001346235,0.0002715499,0.0001849659,0.001960178,0.001541953,0.0002890823,0.000532878,0.0004668105,0.0001043864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607665,"about_ca_system_score_gemma":0.003261392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.721567,"about_ca_topic_score_gemma":0.9261565,"domain_scores_codex":[0.9994375,0.00007016312,0.00003107599,0.0001416172,0.0002003305,0.0001193294],"domain_scores_gemma":[0.9983724,0.0003346822,0.0002675276,0.00007355878,0.0007130402,0.0002388265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304307,0.0002858654,0.9753745,0.00006911098,0.00004736842,0.001960781,0.00446513,0.0004724942,0.007382501,0.0000748821,0.0002043146,0.009532515],"study_design_scores_gemma":[0.000007955496,0.0001015221,0.9934586,0.00001327498,0.00001591085,0.0002025496,0.004515313,0.0004368798,0.0008796619,0.00002255589,0.000335845,0.000009948933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992732,0.00003230192,0.00007855556,0.000007875866,6.869186e-7,0.00003077656,0.00008978824,0.000004085423,0.0004827001],"genre_scores_gemma":[0.9984661,0.00006968281,0.0006469328,0.00002070832,0.000001683688,0.00002501333,0.0002364294,0.000002714756,0.0005307953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278433,"threshold_uncertainty_score":0.5601454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425966283685003,"score_gpt":0.2327519124607576,"score_spread":0.1984922496239075,"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."}}