{"id":"W2143660319","doi":"10.1002/2014jg002674","title":"Light attenuation characteristics of glacially‐fed lakes","year":2014,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Secretário de Ciência, Tecnologia e Ensino Superior, Governo do Estado de Parana; Division of Graduate Education; Parks Canada; National Science Foundation; Franklin and Marshall College; Andrew W. Mellon Foundation; National Aeronautics and Space Administration; Smithsonian Institution","keywords":"Attenuation; Turbidity; Glacial period; Environmental science; Glacier; Photosynthetically active radiation; Aquatic ecosystem; Atmospheric sciences; Absorption (acoustics); Attenuation coefficient; Physical geography; Oceanography; Geology; Geomorphology; Chemistry; Optics; Physics; Photosynthesis; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001343005,0.000196772,0.0002343755,0.0006998279,0.0005793292,0.0005848542,0.0002497382,0.0001724174,0.000771742],"category_scores_gemma":[0.0003873472,0.0002293722,0.0001614663,0.0006602454,0.0003579388,0.0002895195,0.0003952291,0.0002087023,0.00009846941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009407654,"about_ca_system_score_gemma":0.0003135988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04349126,"about_ca_topic_score_gemma":0.04708595,"domain_scores_codex":[0.9999187,0.000006813362,0.000006863958,0.00002186018,0.00002735153,0.00001844924],"domain_scores_gemma":[0.999655,0.00004826943,0.0001311435,0.00001136665,0.0001128394,0.00004139929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003943898,0.00004075419,0.8308569,0.00007494892,0.00007473565,0.000141156,0.0009813127,0.0006568648,0.1620714,0.00008808901,0.0001740154,0.004445454],"study_design_scores_gemma":[0.000003349111,0.00002975762,0.9967123,0.000002606816,0.00001204631,0.00003943244,0.0001820606,0.0004882104,0.002369066,0.00001511278,0.000141121,0.000004918614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995139,0.00003259592,0.00006523813,0.000003977244,4.068742e-7,0.000002370147,0.0001218453,0.000004491525,0.0002552778],"genre_scores_gemma":[0.9993429,0.0000274928,0.0001536094,0.00000884816,0.000001105025,0.00000614717,0.0002418406,0.000004508049,0.0002136877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04349126,"threshold_uncertainty_score":0.08647621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742468658844276,"score_gpt":0.2795751996479373,"score_spread":0.2521505130594945,"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."}}