{"id":"W6926539079","doi":"10.21966/dveq-bt48","title":"Daily satellite (Sentinel 3A and 3B) chlorophyll and suspended matter concentrations for coastal British Columbia and southeast Alaska","year":2016,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ocean color; Satellite; Satellite imagery; Multispectral image; Submarine pipeline; Earth observation; Particulates; Spectroradiometer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003668706,0.0006252092,0.0009302282,0.0001360076,0.0007393252,0.002412583,0.0003178325,0.0004950735,0.0007554263],"category_scores_gemma":[0.0001241851,0.0008233741,0.0001168703,0.0001526883,0.001835875,0.0008576984,0.0004420384,0.000389165,0.0006403516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005995544,"about_ca_system_score_gemma":0.0002705051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005961579,"about_ca_topic_score_gemma":0.1645588,"domain_scores_codex":[0.9964857,0.0001005141,0.000757564,0.001349263,0.0004166413,0.0008903415],"domain_scores_gemma":[0.9979271,0.0001333737,0.0004621102,0.0007165865,0.0002461764,0.0005146319],"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":[0.0001073784,0.00009495397,0.00568331,0.0005043257,0.0002114382,0.0001556417,0.00004697484,1.452092e-7,0.000245163,0.00004125721,0.9920983,0.0008110583],"study_design_scores_gemma":[0.004196011,0.00006067154,0.01913687,0.0006578405,0.0004464196,0.000810429,0.00005943011,0.000009722638,0.00001790737,0.0002067357,0.9734148,0.0009831353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02032039,0.0007955416,0.00004261264,0.0001632901,0.0007006829,0.001718542,0.9756544,0.00009794707,0.0005065426],"genre_scores_gemma":[0.01135318,0.001564391,0.0002404929,0.0003870482,0.0006456341,0.0002368992,0.9814357,0.0001775181,0.003959111],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1585972,"threshold_uncertainty_score":0.9994217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346255164572784,"score_gpt":0.2363336366447856,"score_spread":0.2228710849990577,"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."}}