{"id":"W2735981783","doi":"10.1007/s00300-017-2168-2","title":"Seasonal dynamics of algal and bacterial communities in Arctic sea ice under variable snow cover","year":2017,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Biology; Diatom; Phytoplankton; Algae; Sea ice; Dominance (genetics); Chlorophyll a; Arctic; Nutrient; Oceanography; Ecology; Botany","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":[0.0001988264,0.0001499439,0.0002298045,0.0006140182,0.0005350015,0.0005495604,0.0001302701,0.0002641175,0.0007361409],"category_scores_gemma":[0.0003410462,0.0001153685,0.0002510285,0.0004914166,0.0003613655,0.0003238237,0.0003777906,0.0001691778,0.0001453644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004722153,"about_ca_system_score_gemma":0.0003299284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019181,"about_ca_topic_score_gemma":0.03272317,"domain_scores_codex":[0.9999391,0.000008823617,0.000003991388,0.00001423195,0.000007402773,0.0000264967],"domain_scores_gemma":[0.99975,0.0000500988,0.00006494939,0.000009002657,0.00005158702,0.00007435804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001018428,0.00005546456,0.9710672,0.00002796846,0.00009640957,0.0001296756,0.0006985055,0.0009533704,0.02231212,0.0001104695,0.0002101616,0.003320254],"study_design_scores_gemma":[0.000001972907,0.00002921177,0.998607,0.000002407353,0.00001011326,0.00001922619,0.0004383599,0.0005101711,0.0002294163,0.00002311556,0.0001269974,0.000002012293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996195,0.0000399878,0.00002066428,0.000006677414,0.000002281917,6.654716e-7,0.0001553414,8.17586e-7,0.0001540301],"genre_scores_gemma":[0.9994684,0.00003954853,0.00003031325,0.000007693177,0.000003593314,0.000002737823,0.0003062208,9.210395e-7,0.0001406341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019181,"threshold_uncertainty_score":0.03813875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139665803232308,"score_gpt":0.2154620009818712,"score_spread":0.2014954206586404,"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."}}