{"id":"W3004461598","doi":"","title":"Impacts of Human Activity on the Microbial Communities of Devon Island, Canadian High Arctic","year":2016,"lang":"en","type":"article","venue":"LPICo","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003444854,0.00007360823,0.0002008477,0.00005755186,0.001727273,0.000001100527,0.0001541953,0.00009838527,0.002957656],"category_scores_gemma":[0.00006693167,0.00003905797,0.00003526442,0.00004386417,0.0001225932,0.00001934779,0.00007516168,0.0002042588,0.00006457793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652895,"about_ca_system_score_gemma":0.0003024215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9396995,"about_ca_topic_score_gemma":0.9986039,"domain_scores_codex":[0.9989122,0.0003087001,0.0001776174,0.00005404453,0.00005300081,0.0004944519],"domain_scores_gemma":[0.9987872,0.0006320107,0.0001467036,0.000273651,0.0001108591,0.00004957051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001841506,0.0001806326,0.8071495,0.0003597711,0.0001907704,0.000003454497,0.1252064,7.886428e-7,0.02411092,0.01854297,0.02331808,0.0007526753],"study_design_scores_gemma":[0.001814832,0.001227426,0.9324329,0.0006499903,0.00005110261,0.000001668093,0.03627288,8.044224e-7,0.005545393,0.001881064,0.01988004,0.0002419175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914143,0.00000885089,0.000001151156,0.00357786,0.0002898041,0.0003126077,0.0003281641,0.000004205157,0.004063073],"genre_scores_gemma":[0.9986135,0.00002114098,0.000003243007,0.000680075,0.00008515611,0.00001801682,0.000009762124,0.000009026576,0.0005600166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252834,"threshold_uncertainty_score":0.9995723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559547097792637,"score_gpt":0.3359567833080069,"score_spread":0.2903613123300806,"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."}}