{"id":"W1984454722","doi":"10.1016/j.jher.2014.04.001","title":"Tide-driven controls on maximum near-bed floc size in a tidal estuary","year":2014,"lang":"en","type":"article","venue":"Journal of Hydro-environment Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Settling; Flocculation; Turbulence; Estuary; Acoustic Doppler velocimetry; Sediment; Geology; Population; Shear (geology); Hydrology (agriculture); Geomorphology; Mechanics; Oceanography; Geotechnical engineering; Environmental science; Physics; Laser Doppler velocimetry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004037574,0.0002479455,0.0004892357,0.0001815556,0.0002070287,0.0001153575,0.0007602398,0.000140971,0.002251388],"category_scores_gemma":[0.0003876807,0.0002027208,0.0001759919,0.0002875016,0.0003385209,0.0003083439,0.0005574102,0.001140162,0.002047129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107329,"about_ca_system_score_gemma":0.00003636321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003727729,"about_ca_topic_score_gemma":0.0003686503,"domain_scores_codex":[0.9950827,0.0007312247,0.0008043526,0.0004095764,0.002124952,0.0008471458],"domain_scores_gemma":[0.9979085,0.000912758,0.0002688354,0.0005141165,0.00001314451,0.0003826635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001875439,0.002129141,0.6548792,0.00006753026,0.0001159677,0.0008982701,0.0009257416,0.2487801,0.05552272,0.0001352579,0.008806861,0.02586374],"study_design_scores_gemma":[0.008984966,0.006629006,0.6740289,0.0003884465,0.00004549583,0.0003937558,0.0004966549,0.2180418,0.001170084,0.005483268,0.08337796,0.0009596338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891812,0.00002951326,0.0002146112,0.001698282,0.0001073989,0.0004183374,0.000006180195,0.000009116897,0.008335323],"genre_scores_gemma":[0.9980239,0.00009367282,0.0007673998,0.0001208825,0.0001466657,0.00001729241,0.00000247691,0.00003818031,0.0007895675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0745711,"threshold_uncertainty_score":0.9987299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529464961558345,"score_gpt":0.2662396166456634,"score_spread":0.25094496703008,"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."}}