{"id":"W2088249067","doi":"10.1080/02705060.2000.9663752","title":"Factors Controlling Periphyton Accrual during Summer in Headwater Streams of Southwestern British Columbia, Canada","year":2000,"lang":"en","type":"article","venue":"Journal of Freshwater Ecology","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periphyton; Biomass (ecology); Environmental science; Chlorophyll a; STREAMS; Sediment; Abundance (ecology); Ecology; Hydrology (agriculture); Biology; Geology; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048531,0.0002301645,0.0002944037,0.0008613134,0.00184063,0.00112394,0.0004833842,0.0002628724,0.001457112],"category_scores_gemma":[0.0008122993,0.0002221686,0.0001482666,0.001745225,0.0005112859,0.000184734,0.0003106955,0.0002844699,0.0001879454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006764242,"about_ca_system_score_gemma":0.006067527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689901,"about_ca_topic_score_gemma":0.9929321,"domain_scores_codex":[0.9997475,0.00002315063,0.00001517828,0.00005680969,0.0000640467,0.00009346723],"domain_scores_gemma":[0.9989348,0.00009600689,0.0001681624,0.00002305475,0.0004385331,0.0003394606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005005359,0.00002125491,0.9949126,0.00001312485,0.00001854505,0.00007277325,0.0003867722,0.00007067733,0.00103899,0.00001387766,0.0004028711,0.002998335],"study_design_scores_gemma":[9.095698e-7,0.000004195592,0.9993037,0.000004364657,0.000003317063,0.000007598374,0.0004295449,0.00006664921,0.00002378038,0.00000320468,0.0001513874,0.000001356471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986551,0.0001371644,0.00003585139,0.00003572562,0.000003336035,0.000008217903,0.0005724725,0.000005094254,0.0005469735],"genre_scores_gemma":[0.9983709,0.0001082555,0.0001085666,0.00003277203,0.000001882904,0.000009005668,0.0005587799,0.000002834729,0.0008070254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03100991,"threshold_uncertainty_score":0.06238502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00751602807392283,"score_gpt":0.1910300904678034,"score_spread":0.1835140623938805,"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."}}