{"id":"W2038766830","doi":"10.3354/meps10107","title":"Snow cover affects ice algal pigment composition in the coastal Arctic Ocean during spring","year":2012,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Université du Québec à Rimouski","keywords":"Oceanography; Arctic; Sea ice; Spring bloom; Chlorophyll a; Snow; Algae; Snow cover; Phytoplankton; Environmental science; Ecology; Geography; Biology; Geology; Meteorology; Botany; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000113483,0.0002599105,0.0002675019,0.0004689848,0.0008672411,0.0005106337,0.0001269873,0.0001776093,0.0007051892],"category_scores_gemma":[0.0002668992,0.000163838,0.0002370953,0.0004580593,0.0002092597,0.0001630059,0.0002751592,0.0001442967,0.0001307412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125343,"about_ca_system_score_gemma":0.001265854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3782711,"about_ca_topic_score_gemma":0.5948308,"domain_scores_codex":[0.9999206,0.000005922533,0.000004261083,0.00001693309,0.00001773478,0.00003442709],"domain_scores_gemma":[0.9997874,0.00001576578,0.00005627843,0.000005863401,0.00007073169,0.00006407712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005514581,0.00003630734,0.9524496,0.00003857878,0.00007439077,0.0002511795,0.0006984213,0.0002077014,0.04086098,0.00002362677,0.0002699192,0.004537925],"study_design_scores_gemma":[8.125312e-7,0.00001100761,0.9994298,0.000001912952,0.000004969924,0.00001321076,0.0001813294,0.00004436904,0.0002141137,0.00000244954,0.00009463808,0.000001435472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994242,0.00008533506,0.00001339611,0.00001102997,0.000002977813,0.000001396441,0.0001574355,0.00000198266,0.0003022625],"genre_scores_gemma":[0.9990684,0.00011792,0.00004702677,0.0000177361,0.000003963358,0.0000027053,0.0003908175,0.000003357096,0.0003480914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782711,"threshold_uncertainty_score":0.7521386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006453751165969661,"score_gpt":0.1945415081408829,"score_spread":0.1880877569749133,"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."}}