{"id":"W3091149554","doi":"10.5194/egusphere-egu21-13093","title":"Experiments on the grain size gap across gravel-sand transitions","year":2021,"lang":"en","type":"article","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Grain size; Sediment; Geology; Sorting; Particle size; Suspension (topology); Abrasion (mechanical); Deposition (geology); Geotechnical engineering; Geomorphology; Materials science; Mathematics","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":[0.0002087847,0.0002451543,0.0002592746,0.0001303775,0.0002300691,0.0002990233,0.0003472513,0.0002846199,0.001047024],"category_scores_gemma":[0.0005299175,0.0001885756,0.0001976094,0.0001030302,0.0003820908,0.0002588303,0.0006019524,0.0006662596,0.00015968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519466,"about_ca_system_score_gemma":0.0001412647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006185047,"about_ca_topic_score_gemma":0.00111531,"domain_scores_codex":[0.999816,0.00001440511,0.0000145568,0.00006598794,0.00004200409,0.00004707879],"domain_scores_gemma":[0.9994375,0.0001962887,0.0001268088,0.00006327005,0.00005200919,0.0001241166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001785519,0.0001300253,0.00105515,0.00002530062,0.000006624308,0.00006592528,0.00007219736,0.0006920411,0.9960092,0.0001260288,0.00004298813,0.001595899],"study_design_scores_gemma":[0.00003594505,0.001217719,0.005942988,0.000004684464,0.00001390555,0.00004994537,0.00006683977,0.006302323,0.9856242,0.0001116141,0.0006163879,0.00001349734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988769,0.00003147484,0.0007548514,0.00001370193,0.000007137434,0.00001102714,0.00005702483,0.00003299504,0.0002149724],"genre_scores_gemma":[0.9970343,0.00003709142,0.001937712,0.00002934388,0.000002399203,0.00003582537,0.0001139255,0.00002297096,0.0007863561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001047024,"threshold_uncertainty_score":0.003502607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416455496463631,"score_gpt":0.2714541278066288,"score_spread":0.2472895728419924,"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."}}