{"id":"W2315908260","doi":"10.1007/s11356-016-6571-y","title":"Effects of sandy vs muddy sediments on the vertical distribution of microphytobenthos in intertidal flats of the Fraser River Estuary, Canada","year":2016,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Environment Canada","keywords":"Intertidal zone; Estuary; Sediment; Benthic zone; Chlorophyll a; Environmental science; Oceanography; Algae; Biomass (ecology); Hydrology (agriculture); Geology; Ecology; Geomorphology; Biology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001600117,0.0002328657,0.0002258085,0.0007688818,0.001606845,0.0009111575,0.0004067008,0.0002134538,0.001331985],"category_scores_gemma":[0.0005080318,0.0002339952,0.0002745683,0.0007187791,0.000811543,0.0002212368,0.0006127406,0.0002525907,0.0001475506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005107416,"about_ca_system_score_gemma":0.003705312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906404,"about_ca_topic_score_gemma":0.9704138,"domain_scores_codex":[0.99981,0.0000142078,0.00001033657,0.0000358435,0.00004756033,0.00008196869],"domain_scores_gemma":[0.9993671,0.00007690759,0.00007979708,0.00001406049,0.00022484,0.0002374063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000840043,0.00005318265,0.9832613,0.00003882742,0.000139948,0.0001474595,0.001113221,0.0003946353,0.00927216,0.000115204,0.0003241281,0.004300056],"study_design_scores_gemma":[0.000001351749,0.00001641043,0.9991341,0.000002556875,0.000008494217,0.000008220536,0.0005500942,0.00005677993,0.00013345,0.000006843871,0.0000795907,0.000002145963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992207,0.0000671622,0.00001430853,0.00001012282,0.000001754993,0.00000190042,0.000209167,0.000001519989,0.0004731975],"genre_scores_gemma":[0.999175,0.00005598351,0.00002602829,0.00001020139,8.679251e-7,0.000001443489,0.0001743564,0.000001419739,0.0005546761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09359604,"threshold_uncertainty_score":0.1882945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008778141723650134,"score_gpt":0.2153450931322755,"score_spread":0.2065669514086254,"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."}}