{"id":"W7072182073","doi":"","title":"UV-Protective Compounds in Sea Ice-Associated Algae in the Canadian Arctic","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Aboriginal Affairs and Northern Development Canada; Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Fonds de recherche du Québec – Nature et technologies; ArcticNet","keywords":"Arctic; Phytoplankton; Algae; Bay; Archipelago; Seawater; Spring (device); Sea ice","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342399,0.0001345078,0.0002518044,0.00007397156,0.0002173058,0.00002357409,0.0004545102,0.0004075529,0.0000316055],"category_scores_gemma":[0.0000423009,0.00007272797,0.0000699415,0.0004677545,0.00006967501,0.00006580305,0.00002963309,0.0004125413,0.00002403651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006631376,"about_ca_system_score_gemma":0.0001539471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9310597,"about_ca_topic_score_gemma":0.9999868,"domain_scores_codex":[0.9990661,0.0001964292,0.0000820773,0.0002277485,0.000144741,0.0002828751],"domain_scores_gemma":[0.9995033,0.00006880416,0.0001456211,0.00005301141,0.0001583255,0.00007096846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294188,0.001747477,0.8396535,0.0003239345,0.0003921571,0.001120793,0.01944419,0.00008408265,0.02051942,0.001901199,0.07100546,0.04251358],"study_design_scores_gemma":[0.0002553441,0.0001396283,0.9578688,0.00005347549,0.0000186083,0.000001721748,0.03689691,0.00001604875,0.000009591474,0.0003576339,0.004232616,0.0001496155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904923,0.00005732608,3.047134e-8,0.003061218,0.0001500787,0.0003888419,0.00007426669,0.000009177905,0.005766721],"genre_scores_gemma":[0.9988488,0.00002013142,0.000005474537,0.00009558834,0.00002284258,8.990566e-7,0.000602825,0.000001069206,0.0004023527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182153,"threshold_uncertainty_score":0.3143421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840781309411199,"score_gpt":0.1940891482892934,"score_spread":0.1756813351951814,"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."}}