{"id":"W2985371712","doi":"10.1525/elementa.382","title":"Late spring bloom development of pelagic diatoms in Baffin Bay","year":2019,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centre National de la Recherche Scientifique; ArcticNet; Agence Nationale de la Recherche; Centre National d’Etudes Spatiales; Canada Excellence Research Chairs, Government of Canada; Institut Polaire Français Paul Emile Victor; Université du Québec à Rimouski; Université Laval","keywords":"Diatom; Bloom; Chaetoceros; Oceanography; Biogenic silica; Spring bloom; Phytoplankton; Sea ice; Bay; Arctic ice pack; Photic zone; Nutrient; Geology; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001898663,0.0002831222,0.0002876683,0.0009867069,0.001053465,0.0007192944,0.0002968948,0.0004848898,0.0008333876],"category_scores_gemma":[0.0003104373,0.0003328244,0.00016606,0.0006874914,0.0003589135,0.0003496144,0.0003916526,0.0002572828,0.0002200205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001962606,"about_ca_system_score_gemma":0.0008531169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1888665,"about_ca_topic_score_gemma":0.3670636,"domain_scores_codex":[0.999882,0.000009023324,0.00000826997,0.00003939621,0.00003075149,0.00003061064],"domain_scores_gemma":[0.9997746,0.00001889127,0.00005581574,0.000006406979,0.00006280089,0.00008152811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000187764,0.00006262158,0.9637109,0.000041035,0.00003436124,0.000354595,0.0008751637,0.00009993376,0.02773038,0.00003188521,0.0002637556,0.006607563],"study_design_scores_gemma":[0.000001516805,0.00002144592,0.9992929,0.000002590043,0.000003589094,0.00003334724,0.0001696616,0.00005784372,0.0001582274,0.000003648501,0.0002532954,0.000002055172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990433,0.0002196075,0.00001907205,0.00002619713,0.000003790821,0.000003393212,0.000120449,0.000003044491,0.0005610439],"genre_scores_gemma":[0.9983494,0.0002060007,0.0001215224,0.00003985139,0.000006277045,0.000009077819,0.000470866,0.000001496681,0.0007953938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888665,"threshold_uncertainty_score":0.3755344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008246904606330964,"score_gpt":0.2145436184791608,"score_spread":0.2062967138728299,"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."}}