{"id":"W4313036488","doi":"10.1525/elementa.2021.00094","title":"FTIR autecological analysis of bottom-ice diatom taxa across a tidal strait in the Canadian Arctic","year":2022,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Korea Institute of Marine Science and Technology promotion; Marine Environmental Observation Prediction and Response Network; Western Economic Diversification Canada; Polar Knowledge Canada; University of Manitoba; Ministry of Oceans and Fisheries; Canada Excellence Research Chairs, Government of Canada; Korea Polar Research Institute; Research Manitoba","keywords":"Oceanography; Diatom; Sea ice; Arctic; Nitzschia; Environmental science; Arctic ice pack; Nutrient; Geology; Phytoplankton; Ecology; Biology","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":[0.0002387695,0.0004861757,0.0003919627,0.002684946,0.002701638,0.0007737561,0.0004523105,0.0002895145,0.000439978],"category_scores_gemma":[0.000349822,0.0002252258,0.0002903562,0.003421577,0.000518103,0.000207016,0.0005092184,0.0002209634,0.0001076461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004773201,"about_ca_system_score_gemma":0.003964983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9126054,"about_ca_topic_score_gemma":0.9683619,"domain_scores_codex":[0.9996486,0.00001009665,0.00001559799,0.00009401383,0.0001283828,0.0001033172],"domain_scores_gemma":[0.9995342,0.00001520283,0.00006147401,0.000008506099,0.000298935,0.00008167666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295929,0.00003088535,0.9300466,0.000072553,0.00007668373,0.0002090191,0.002613862,0.0003004489,0.05490538,0.00006730782,0.0002536978,0.01129397],"study_design_scores_gemma":[6.698759e-7,0.000009440664,0.9980926,0.000003590942,0.000009699603,0.00003195234,0.0008168111,0.0001485554,0.0004972594,0.000004146691,0.00038203,0.000003268929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979911,0.0002244405,0.0001482061,0.00001831462,0.000003626663,0.00001216763,0.0008013899,0.000005088892,0.0007956973],"genre_scores_gemma":[0.9969438,0.0002295634,0.0006973864,0.00004232014,0.000002579126,0.00001452486,0.001215161,0.000005453828,0.000849181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0873946,"threshold_uncertainty_score":0.1758185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456586140972682,"score_gpt":0.2663414518717723,"score_spread":0.2517755904620455,"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."}}