{"id":"W2569594828","doi":"10.1007/978-3-319-47037-5_19","title":"Multitemporal Remote Sensing of Coastal Waters","year":2016,"lang":"en","type":"book-chapter","venue":"Remote sensing and digital image processing","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Colored dissolved organic matter; Oceanography; Remote sensing; Arctic; Environmental science; Bay; Ocean color; Geography; Satellite; Phytoplankton; Geology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138898,0.0003736522,0.0001600857,0.0005786954,0.00007366843,0.0006247298,0.0003923129,0.0002871496,0.004429247],"category_scores_gemma":[0.0001622607,0.0001468844,0.0001700933,0.001039048,0.0001814268,0.0007673816,0.0004568571,0.0003198085,0.001420681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676756,"about_ca_system_score_gemma":0.0002467631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289126,"about_ca_topic_score_gemma":0.003288563,"domain_scores_codex":[0.9999357,0.00000573399,0.000002898085,0.000012465,0.00003986712,0.000003392478],"domain_scores_gemma":[0.999957,0.00001616344,0.000003506576,0.000008666735,0.00001169886,0.000003045056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002044287,0.000020928,0.0003715961,0.0004079044,0.00002404589,0.00006916163,0.00007483028,0.009626816,0.04369107,0.02757748,0.02424907,0.8938667],"study_design_scores_gemma":[0.000008539176,0.00004458618,0.008332223,0.0004042043,0.00003238156,0.0007848695,0.0001686728,0.05347721,0.01968726,0.06617466,0.8508494,0.00003598114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02413151,0.1486767,0.5801274,0.001856653,0.001599965,0.00005970887,0.001811994,0.00151063,0.2402255],"genre_scores_gemma":[0.1606502,0.1418024,0.3969863,0.0009063623,0.00121212,0.00009154969,0.003678718,0.0006867039,0.2939856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004429247,"threshold_uncertainty_score":0.0148173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359117950266633,"score_gpt":0.2037931407329709,"score_spread":0.1902019612303045,"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."}}