{"id":"W4239475104","doi":"10.5194/bg-2021-55","title":"Enhanced chlorophyll-a concentration in the wake of Sable Island, eastern Canada, revealed by two decades of satellite observations: a response to grey seal population dynamics?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Environmental science; Oceanography; Chlorophyll a; Biomass (ecology); Satellite; Geology; Ecology; Biology; Nutrient; Botany; 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":[0.0001913512,0.0001223019,0.0001854901,0.000490232,0.0005016721,0.0005044631,0.0002488073,0.0002143287,0.0005008171],"category_scores_gemma":[0.000496057,0.0001138907,0.0001742819,0.000601217,0.0003882933,0.0001669952,0.0003349977,0.000173641,0.00006118422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623806,"about_ca_system_score_gemma":0.001770922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6045402,"about_ca_topic_score_gemma":0.761449,"domain_scores_codex":[0.9999129,0.000006907159,0.00000621459,0.00002216507,0.00002198044,0.00002988499],"domain_scores_gemma":[0.9995787,0.00003117778,0.0001028463,0.00001896645,0.0001656998,0.0001026209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006333957,0.00001166208,0.9933934,0.00001085203,0.00002632039,0.0001342005,0.0003210513,0.0001153005,0.004084665,0.0000155946,0.00007641593,0.0017472],"study_design_scores_gemma":[5.650861e-7,0.0000049829,0.9994738,0.00000116698,0.000003117681,0.00001101235,0.0002331239,0.0001266917,0.00006980285,0.000002393783,0.00007236749,0.000001003716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996871,0.00003171572,0.00001639694,0.00001501729,0.000001339011,0.000001061865,0.0001091454,0.000001630111,0.0001366978],"genre_scores_gemma":[0.9996685,0.00002929639,0.0000281677,0.000006967168,0.000001252516,0.000001217164,0.000149586,6.029486e-7,0.0001143217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3954598,"threshold_uncertainty_score":0.7955774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314712506147537,"score_gpt":0.2193566683308024,"score_spread":0.2062095432693271,"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."}}