{"id":"W2531694858","doi":"","title":"Particle mobility and bed surface adjustments on episodic sediment supply experiments","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Particle (ecology); Environmental science; Sediment; Geology; Geomorphology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007198045,0.0001946216,0.0001883642,0.00001196758,0.0001436246,0.00002151632,0.0001701674,0.0000900549,0.0002341289],"category_scores_gemma":[0.00004936873,0.0001729858,0.00002905038,0.0001031686,0.0001843567,0.0002324559,0.0001106214,0.0001273659,0.000515573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191132,"about_ca_system_score_gemma":0.00001518344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169583,"about_ca_topic_score_gemma":0.0002056355,"domain_scores_codex":[0.9983325,0.00009876687,0.0002640384,0.0004722752,0.0004142651,0.0004181485],"domain_scores_gemma":[0.9993052,0.0000553795,0.00007661933,0.0002378508,0.00001232999,0.0003126259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166401,0.0003851197,0.9854166,0.00001057739,0.00001958066,0.00001438147,0.001818741,0.002840472,0.006955584,0.00002170112,0.001718724,0.0006818619],"study_design_scores_gemma":[0.01143748,0.003099583,0.5063258,0.0002435165,0.0002256566,0.000028517,0.003541833,0.014813,0.4264686,0.001961488,0.02969378,0.002160779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925117,0.0005368602,0.00001234699,0.0003520211,0.0001454131,0.0002843908,0.000004818094,0.00007406487,0.006078363],"genre_scores_gemma":[0.9985127,0.00002635086,0.0004971037,0.0005244401,0.00002411346,0.00002738459,0.00001054132,0.00001488571,0.0003624593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4790908,"threshold_uncertainty_score":0.7054157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582128075943386,"score_gpt":0.2667559248278827,"score_spread":0.2409346440684489,"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."}}