{"id":"W2896039244","doi":"10.12688/f1000research.16126.1","title":"Metagenomic evaluation of a Utah tar sand microbiota suggests the predominant hydrocarbonoclastic role of Actinobacteria","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Savannah River National Laboratory; University of Alberta; U.S. Department of Energy","keywords":"Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003642666,0.0002531015,0.0003875979,0.0001089419,0.00008957266,0.00004854834,0.001080944,0.0002685529,0.01166167],"category_scores_gemma":[0.0003775006,0.0001764584,0.000157064,0.0002644323,0.0008143352,0.00005872905,0.001843987,0.0004011609,0.000504269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124791,"about_ca_system_score_gemma":0.00031216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135796,"about_ca_topic_score_gemma":0.0002892898,"domain_scores_codex":[0.9965107,0.0007405657,0.0005987355,0.000553007,0.001200598,0.0003964045],"domain_scores_gemma":[0.9982078,0.0001654612,0.0004918299,0.0008720724,0.0001587786,0.0001040417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001306959,0.0001103937,0.004767471,0.00005515215,0.00006921408,4.452172e-7,0.0007131311,0.0002167394,0.9898041,0.000001906609,0.001797775,0.002332968],"study_design_scores_gemma":[0.0006168346,0.000135888,0.1139356,0.0001009204,0.0001880964,0.000004414893,0.0001010367,0.007507854,0.8743955,0.0004140691,0.002349613,0.0002500562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945164,0.0002332019,0.000005909243,0.0001388763,0.0002652543,0.001544483,0.0002980708,0.00001240531,0.002985436],"genre_scores_gemma":[0.9991399,0.0001273137,0.0002392391,0.00001392772,0.00008958118,0.00003138845,0.00008969237,0.00002769687,0.0002412308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154085,"threshold_uncertainty_score":0.9892418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149692294625279,"score_gpt":0.2988471485363754,"score_spread":0.2673502255901226,"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."}}