{"id":"W6977037951","doi":"10.6084/m9.figshare.12160212.v1","title":"Additional file 7 of Disentangling the mechanisms shaping the surface ocean microbiota","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ectotherm; Permafrost; Surface (topology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001757815,0.001603899,0.001734507,0.003133184,0.00107871,0.00244353,0.002492718,0.001839263,0.6991486],"category_scores_gemma":[0.01585258,0.0007582493,0.00184323,0.005242978,0.0004582852,0.002144455,0.001706261,0.001439532,0.1484676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101836,"about_ca_system_score_gemma":0.001985342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304253,"about_ca_topic_score_gemma":0.02387328,"domain_scores_codex":[0.9990389,0.0001448333,0.000101186,0.0003621745,0.0001670942,0.0001858119],"domain_scores_gemma":[0.9893029,0.007642418,0.0005281436,0.000966499,0.001186728,0.0003732614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002053678,0.00005353228,0.004716204,0.003766578,0.0001619513,0.00005979549,0.0000787662,0.0009610688,0.000369838,0.000766305,0.9844453,0.00441542],"study_design_scores_gemma":[0.002957628,0.0001420421,0.0331433,0.002902823,0.0004423398,0.0002978462,0.0005330917,0.002588468,0.001335202,0.009233431,0.9462606,0.0001631779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0000829043,0.00001429452,0.00009085375,0.00002602229,0.00001215889,0.000008363668,0.9993991,0.0001639298,0.0002022514],"genre_scores_gemma":[0.003576903,0.00008153029,0.001862193,0.0001899438,0.00003729693,0.0002940746,0.9915583,0.0005485547,0.001851238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6991486,"threshold_uncertainty_score":0.429128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591340584344217,"score_gpt":0.2076243629077072,"score_spread":0.171710957064265,"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."}}