{"id":"W3082941858","doi":"10.1002/lno.11587","title":"Contrasting nonphotochemical quenching patterns under high light and darkness aligns with light niche occupancy in Arctic diatoms","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Canada Excellence Research Chairs, Government of Canada; Centre National de la Recherche Scientifique; Université Laval","keywords":"Darkness; Ecological niche; Arctic; Sea ice; Diatom; Xanthophyll; Ecology; Oceanography; Biology; Environmental science; Habitat; Botany; Photosynthesis; 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":[0.0001027021,0.0001200696,0.0001556804,0.0003418845,0.0003423895,0.0003240306,0.00009830476,0.0001234965,0.0006338846],"category_scores_gemma":[0.0001370523,0.0001066519,0.0001278409,0.0002550324,0.0001995072,0.0001710816,0.0002716152,0.0001761848,0.0001251621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764624,"about_ca_system_score_gemma":0.0001313177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00445767,"about_ca_topic_score_gemma":0.008766408,"domain_scores_codex":[0.9999262,0.000009600163,0.000004816587,0.00002805861,0.00001271785,0.00001864789],"domain_scores_gemma":[0.9998412,0.0000277604,0.0000515171,0.00001066837,0.000032081,0.00003675951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003051493,0.00004266157,0.2569917,0.00007074755,0.00003796045,0.00006661276,0.0005791461,0.0002001733,0.7360365,0.0001279854,0.00007853057,0.005462809],"study_design_scores_gemma":[0.000001352988,0.00004350727,0.9911134,0.000002341265,0.000007075318,0.00004567818,0.0001668226,0.0002050223,0.008132775,0.0000309456,0.0002472879,0.000003799705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990855,0.0001273695,0.0001626175,0.000004821519,0.000001288721,0.000001962675,0.000138638,0.000003653126,0.0004741529],"genre_scores_gemma":[0.9993283,0.00004854857,0.0001564557,0.00001184388,0.000001416815,0.00000399102,0.0002116488,0.00000274742,0.0002350156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00445767,"threshold_uncertainty_score":0.008863449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006563271920974045,"score_gpt":0.1731839781512455,"score_spread":0.1666207062302714,"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."}}