{"id":"W2001070066","doi":"10.1007/s00300-009-0626-1","title":"Phytoplankton and phytobenthos pigment strategies: implications for algal survival in the changing Arctic","year":2009,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Phytoplankton; Plankton; Benthic zone; Biology; Oceanography; Chlorophyll a; Arctic; Latitude; Chlorophyll; Ecology; Environmental chemistry; Botany; Nutrient; Chemistry; Physics; Geology","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":[0.0004921446,0.0002412409,0.0002241713,0.0004169758,0.0009963713,0.001331695,0.0002449508,0.0004957724,0.00163947],"category_scores_gemma":[0.0006538034,0.0001949555,0.0001985044,0.0002977049,0.0006340179,0.000683096,0.000657138,0.000277128,0.0002315649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096559,"about_ca_system_score_gemma":0.0009524236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494834,"about_ca_topic_score_gemma":0.06801376,"domain_scores_codex":[0.9998829,0.0000274189,0.000005587465,0.000027587,0.00001457292,0.00004185586],"domain_scores_gemma":[0.99965,0.00005105054,0.00005190132,0.00001499707,0.0001140405,0.0001179514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002983961,0.0001340554,0.7677987,0.0001992783,0.0001994629,0.0003589183,0.003002632,0.004316722,0.1665824,0.004716711,0.0007654086,0.04894177],"study_design_scores_gemma":[0.00001815586,0.0001269062,0.9878381,0.00002095696,0.0000534137,0.0001431651,0.00353168,0.001906478,0.003183636,0.001388175,0.001773236,0.00001597888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972895,0.00051243,0.0002057168,0.0001780027,0.00000895247,0.000001436509,0.00006440273,0.000002591293,0.001737083],"genre_scores_gemma":[0.9986878,0.000411166,0.0001683524,0.00005187199,0.000007243872,0.000001680051,0.00004645768,0.000003576997,0.0006218341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03494834,"threshold_uncertainty_score":0.06948984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930266903841115,"score_gpt":0.2550748067317655,"score_spread":0.2357721376933543,"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."}}