{"id":"W2020530423","doi":"10.1111/jpy.12026","title":"Protists in Arctic drift and land‐fast sea ice","year":2012,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Université du Québec à Rimouski; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Arctic; Sea ice; Arctic ice pack; Oceanography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002766944,0.00006434682,0.0001307102,0.00005551456,0.00002703288,0.000005412315,0.00009610078,0.0001079912,0.00005311302],"category_scores_gemma":[0.00006469303,0.00005793007,0.00003788552,0.00004164882,0.00005752872,0.000007394931,0.00006703244,0.0001344292,0.00000456369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001212737,"about_ca_system_score_gemma":0.00003912048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001642393,"about_ca_topic_score_gemma":0.0000446937,"domain_scores_codex":[0.9994698,0.00008198682,0.000142365,0.00007066502,0.00005604804,0.0001791225],"domain_scores_gemma":[0.9996647,0.00001515617,0.0001129463,0.00006631829,0.0000530647,0.00008786142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001412065,0.0001134577,0.9559252,0.0000254453,0.00003484845,0.00001917891,0.0001145367,0.000005556066,0.04164011,0.00008496251,0.0005553182,0.001340222],"study_design_scores_gemma":[0.0009541755,0.0005204139,0.9734502,0.00001398797,0.00002041151,0.00054886,0.00004419165,0.000003258089,0.01010686,0.0001827023,0.01406206,0.00009291958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997642,0.001121383,0.0001025783,0.0001788104,0.0002166471,0.00008662,0.00000422257,9.088821e-7,0.0006468543],"genre_scores_gemma":[0.9988243,0.0001047689,0.0003929175,0.0002473862,0.0003410977,0.000001852465,0.000003242063,0.000004458673,0.00007999167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03153325,"threshold_uncertainty_score":0.236232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007794044905331765,"score_gpt":0.2368429534350769,"score_spread":0.2290489085297452,"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."}}