{"id":"W2621716292","doi":"","title":"Minimum and Maximum Times Required to Obtain Representative Suspended Sediment Samples","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Environmental science; Sediment; Computer science; Geology; Hydrology (agriculture); Geomorphology; Geotechnical engineering","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":[0.001811891,0.0005695432,0.000711979,0.000503885,0.001015687,0.0006868145,0.0006511342,0.0009705492,0.006701003],"category_scores_gemma":[0.00513389,0.000431046,0.0006870375,0.0004630026,0.0002423003,0.0007016641,0.0005001549,0.001204444,0.002089147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863091,"about_ca_system_score_gemma":0.001140579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137226,"about_ca_topic_score_gemma":0.004006065,"domain_scores_codex":[0.9986588,0.0002782767,0.0002254492,0.0002818855,0.0003858286,0.0001696774],"domain_scores_gemma":[0.9964384,0.001541123,0.0002604333,0.0002829772,0.001170899,0.0003063561],"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":[0.009748965,0.0004724458,0.007478669,0.0008035494,0.00007531278,0.0001903531,0.0002432469,0.004066922,0.9182764,0.0008778098,0.004457193,0.05330923],"study_design_scores_gemma":[0.0001793615,0.004766643,0.05467914,0.00008941581,0.0001707088,0.0004914654,0.0003808504,0.009810231,0.9081284,0.001016968,0.02021678,0.00007005248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8058305,0.003823749,0.1454795,0.001134251,0.0007896351,0.001870979,0.02008744,0.001535756,0.01944811],"genre_scores_gemma":[0.7857169,0.001407076,0.1649093,0.0004436141,0.0001322436,0.004006263,0.02249105,0.0004001145,0.02049339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006701003,"threshold_uncertainty_score":0.02241707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979760154222571,"score_gpt":0.2623181213926439,"score_spread":0.2225205198504182,"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."}}