{"id":"W4285288064","doi":"10.1130/abs/2022pr-375961","title":"ELUCIDATING CHANNEL-HILLSLOPE COUPLING ALONG A TECTONIC GRADIENT: CO-VARIATION IN EROSION RATE AND GRAIN SIZE SETS CHANNEL FORM","year":2022,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Oregon State University","keywords":"Grain size; Channel (broadcasting); Erosion; Variation (astronomy); Coupling (piping); Tectonics; Geology; Geomorphology; Soil science; Materials science; Computer science; Telecommunications; Composite material; Paleontology; Physics","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":[0.0004075836,0.0001460821,0.0003318716,0.0009582489,0.0002865408,0.0008834633,0.0003342104,0.0003440457,0.001123313],"category_scores_gemma":[0.001241666,0.0002834466,0.0002870998,0.00118944,0.0005368976,0.0007612743,0.0005497351,0.0004191589,0.0001782355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657394,"about_ca_system_score_gemma":0.0003115625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703872,"about_ca_topic_score_gemma":0.03236069,"domain_scores_codex":[0.9998558,0.00003353235,0.000008868283,0.0000584178,0.00001257498,0.00003084635],"domain_scores_gemma":[0.9991677,0.0003975056,0.0001879538,0.0000800395,0.00009165169,0.00007528975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002776874,0.00006160332,0.8709902,0.00004105956,0.0001646198,0.00007394993,0.0008747223,0.003502067,0.1100165,0.0009360521,0.000233962,0.01282761],"study_design_scores_gemma":[0.000003317377,0.00001255763,0.9922149,0.000002198406,0.00002134886,0.00002425843,0.0002065489,0.006184123,0.0009762084,0.0002663984,0.00007974751,0.000008470394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990736,0.00002781262,0.000558726,0.00001562159,8.760426e-7,0.00000113497,0.00005829545,0.000007531091,0.0002564496],"genre_scores_gemma":[0.9995638,0.00001779752,0.0002526877,0.000007318527,0.000001125355,0.000001217737,0.00004417262,0.000008202132,0.0001037906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703872,"threshold_uncertainty_score":0.0338791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344808037352046,"score_gpt":0.2550563452939711,"score_spread":0.2416082649204506,"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."}}