{"id":"W2887798895","doi":"10.1038/s41467-018-05521-w","title":"Bipolar dispersal of red-snow algae","year":2018,"lang":"en","type":"article","venue":"Nature Communications","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Office of Polar Programs; Japan Society for the Promotion of Science; Great Britain Sasakawa Foundation; Research Organization of Information and Systems","keywords":"Biological dispersal; Snow; Algae; Ecology; Biology; Environmental science; Geography; Meteorology; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861075,0.0002159519,0.0001592922,0.001040999,0.0004027612,0.0004405346,0.0001279336,0.0001481287,0.001141926],"category_scores_gemma":[0.0003748832,0.00009514208,0.0001568058,0.0007286727,0.0002441848,0.0002446173,0.0004347872,0.0001236225,0.000245556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442854,"about_ca_system_score_gemma":0.0001945831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004574033,"about_ca_topic_score_gemma":0.008726889,"domain_scores_codex":[0.9998641,0.00002124971,0.000008214712,0.00005364569,0.00002174115,0.00003112088],"domain_scores_gemma":[0.9996481,0.00003875858,0.0001534255,0.00002010155,0.00006356658,0.00007612467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147196,0.0000170969,0.9164346,0.00008025792,0.00006195266,0.0001480446,0.001161897,0.0002318954,0.06914476,0.0003369405,0.0002506914,0.01181713],"study_design_scores_gemma":[0.000004619588,0.00004361324,0.9967836,0.0000124174,0.00001443399,0.0001638624,0.0005329389,0.0002914455,0.0009368683,0.0000916205,0.001120539,0.00000401557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985781,0.000197003,0.0002437381,0.000009068154,0.0000028863,0.000003809062,0.0001874478,0.000003596041,0.0007744888],"genre_scores_gemma":[0.9985655,0.000166907,0.0003550876,0.00001928957,0.000006492575,0.000005081333,0.0005771905,0.000003301073,0.0003010932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004574033,"threshold_uncertainty_score":0.009094834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774794190601856,"score_gpt":0.311432100501162,"score_spread":0.2936841585951434,"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."}}