{"id":"W2587723629","doi":"10.3389/fmars.2017.00016","title":"Seasonal and Interannual Changes in Ciliate and Dinoflagellate Species Assemblages in the Arctic Ocean (Amundsen Gulf, Beaufort Sea, Canada)","year":2017,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Division of Ocean Sciences; Fonds de recherche du Québec – Nature et technologies; Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Dinoflagellate; Phytoplankton; Ciliate; Arctic; Biology; Ecology; Oceanography; Food web; Peridinin; Predation; 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":[0.000530593,0.0003111541,0.000249743,0.002105592,0.001285717,0.0007885341,0.0003477239,0.0003280106,0.0005966236],"category_scores_gemma":[0.000659133,0.0001943202,0.0003030029,0.002325198,0.0005494643,0.0003027,0.0004484071,0.0002298365,0.0001363345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006246188,"about_ca_system_score_gemma":0.005039099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9251444,"about_ca_topic_score_gemma":0.9629959,"domain_scores_codex":[0.9996215,0.00002217269,0.00002096935,0.00010217,0.00012615,0.000106967],"domain_scores_gemma":[0.9991148,0.00004053214,0.0002334473,0.00002316943,0.0004240319,0.0001640814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009924894,0.0000168174,0.9847134,0.00004522922,0.0001233477,0.00009352527,0.0008101177,0.0001941131,0.00463707,0.00004746274,0.0007086832,0.008511018],"study_design_scores_gemma":[5.215228e-7,0.000002891832,0.9994679,0.000003134961,0.000005420102,0.000009199237,0.0001865014,0.00004692763,0.00004517176,0.000003071966,0.0002273593,0.000001985392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961139,0.001120216,0.00008070929,0.00008645246,0.00001586557,0.000005086004,0.001616178,0.00001565839,0.0009459389],"genre_scores_gemma":[0.9974439,0.000484901,0.0002484263,0.00007652226,0.00000916863,0.000007980885,0.00111953,0.000005713736,0.0006037882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07485563,"threshold_uncertainty_score":0.1505929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008816542889820273,"score_gpt":0.2175895534529141,"score_spread":0.2087730105630938,"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."}}