{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000158359,0.0002601673,0.0002680874,0.001395072,0.001921473,0.0006879137,0.0002001491,0.0002151313,0.0005040389],"category_scores_gemma":[0.0002360975,0.0001834488,0.0001989313,0.002012551,0.0003387856,0.0001561958,0.0002945803,0.0002176517,0.0000845536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523703,"about_ca_system_score_gemma":0.004608251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8302127,"about_ca_topic_score_gemma":0.9252051,"domain_scores_codex":[0.9998412,0.00000473629,0.000006870394,0.00003288901,0.00006375749,0.00005040233],"domain_scores_gemma":[0.9997709,0.000008734183,0.00003601578,0.000003461429,0.000137543,0.00004339351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007319455,0.00008768812,0.639966,0.0002555354,0.00009625937,0.0002660747,0.003155758,0.0003898123,0.3301801,0.0001479762,0.0003076448,0.02441508],"study_design_scores_gemma":[0.000001666287,0.00003194966,0.995114,0.000009553734,0.00001414228,0.00003708764,0.0007714437,0.00007811258,0.003296084,0.00001072165,0.0006304274,0.000004775129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982814,0.0005897022,0.0000331933,0.00001850008,0.000001636766,0.000005802879,0.0004008367,0.000001883639,0.000667125],"genre_scores_gemma":[0.9961485,0.001177993,0.0003003701,0.00003633506,0.000002579693,0.000008660527,0.0009715601,0.000003256267,0.001350748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697873,"threshold_uncertainty_score":0.3415744,"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."}}