{"id":"W7098049108","doi":"","title":"ORIGINAL PAPER Optical gradients and phytoplankton production in the Mackenzie River and the coastal","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colored dissolved organic matter; Phytoplankton; Estuary; Transect; Chlorophyll a; Plankton; Attenuation; Bloom; Photosynthesis","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":[0.0001281799,0.0001835091,0.0001479445,0.000716214,0.0010082,0.0006660384,0.0002164565,0.0001115107,0.001164983],"category_scores_gemma":[0.0003673014,0.0001711946,0.0001199862,0.0007650695,0.0002994949,0.000247485,0.00035572,0.0001530146,0.0001080188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540753,"about_ca_system_score_gemma":0.001012604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5629219,"about_ca_topic_score_gemma":0.7969695,"domain_scores_codex":[0.9999237,0.00000557368,0.000004832969,0.00002676065,0.00001731431,0.00002178931],"domain_scores_gemma":[0.999726,0.00001636365,0.00007771362,0.00001124182,0.0001159925,0.00005273905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000909366,0.000008785902,0.9889054,0.00001187867,0.00003023043,0.00005666476,0.0004577278,0.0001124147,0.006988581,0.00005375026,0.0001879528,0.003095609],"study_design_scores_gemma":[6.363005e-7,0.000003967953,0.999334,0.000001483785,0.000003262692,0.00001059756,0.0002065494,0.0000410438,0.0001508979,0.00000415763,0.0002419903,0.000001354152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990451,0.00004297183,0.00002883586,0.00001390503,8.082545e-7,0.000001890367,0.0001921512,0.000002006414,0.0006722714],"genre_scores_gemma":[0.9990736,0.00003391689,0.0001416431,0.00001207772,0.0000014306,0.000003601395,0.0001800712,0.000002158064,0.000551443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370781,"threshold_uncertainty_score":0.8793042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006816887107227908,"score_gpt":0.1846095279169541,"score_spread":0.1777926408097262,"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."}}