{"id":"W4253276537","doi":"10.1890/1540-9295-10.7.344","title":"Dispatches","year":2012,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remote sensing; Environmental science; Ocean color; Satellite; Phytoplankton; Oceanography; International Space Station; Geology; Meteorology; Geography; Ecology; Physics","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":[0.001607581,0.0009324343,0.0007924696,0.001273675,0.002634334,0.004164421,0.0018685,0.00264625,0.8607944],"category_scores_gemma":[0.007135286,0.0004106584,0.0006467063,0.0009427341,0.0005522712,0.002887999,0.003464551,0.002536957,0.7501553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644333,"about_ca_system_score_gemma":0.003582574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396077,"about_ca_topic_score_gemma":0.006614321,"domain_scores_codex":[0.9985759,0.0001900125,0.00008740486,0.0003015872,0.0005900962,0.0002550363],"domain_scores_gemma":[0.9962655,0.0002897999,0.00009217428,0.0003686978,0.001825926,0.001157947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002720662,0.00001675218,0.0001278236,0.00003917454,0.000001299407,0.00004823691,0.00003487088,0.00001510947,0.00008278504,0.001944738,0.9746876,0.02297445],"study_design_scores_gemma":[0.000005185398,0.000007655565,0.0001914425,0.00002516508,6.484847e-7,0.00002768808,0.0000789753,0.00001771478,0.00003425246,0.0003630659,0.9992454,0.000002753768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008295091,0.0006568318,0.001805365,0.01490515,0.01721448,0.0006245852,0.007350462,0.002168767,0.9544447],"genre_scores_gemma":[0.002098877,0.0003959889,0.0006793741,0.004407453,0.001139427,0.0001963142,0.00291633,0.000533339,0.9876329],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8607944,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009803030237799054,"score_gpt":0.2018021443781793,"score_spread":0.1919991141403802,"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."}}