{"id":"W6884662906","doi":"10.11575/prism/39886","title":"Marine microbial communities capable of hydrocarbon biodegradation along shipping routes in the Kivalliq region of the Canadian Arctic","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microcosm; Arctic; Sediment; Seawater; Marine ecosystem; Biodegradation; Biome; Ecosystem; Microbial population biology; Permafrost","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002074564,0.0005568967,0.000412522,0.001536314,0.002376423,0.001170388,0.0003448607,0.0002871515,0.0005757773],"category_scores_gemma":[0.000405688,0.0002559752,0.0003136176,0.002614874,0.0006489014,0.0002341407,0.0009307927,0.0002588022,0.0001122567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004278529,"about_ca_system_score_gemma":0.008656621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9248415,"about_ca_topic_score_gemma":0.9561794,"domain_scores_codex":[0.9995483,0.00001267755,0.0000248754,0.0001214392,0.0001383766,0.0001544025],"domain_scores_gemma":[0.9996659,0.00001434001,0.00005010248,0.000007765882,0.0001824812,0.00007950443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005633371,0.00009501084,0.8387278,0.000409736,0.0001314407,0.001154419,0.01121019,0.0008099681,0.1235264,0.0002160125,0.0006439167,0.02251183],"study_design_scores_gemma":[0.000004884247,0.00005959896,0.9885859,0.00003714423,0.00004315024,0.0001631703,0.007616343,0.0002330887,0.001645852,0.00001896801,0.001570924,0.00002111177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976137,0.0002421577,0.0000698709,0.00003081927,0.000004244969,0.00002474906,0.001166426,0.000003993903,0.0008440458],"genre_scores_gemma":[0.9957899,0.0005546304,0.0005302784,0.0000637725,0.000003919483,0.00002938066,0.001909156,0.000004826061,0.001114104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07515854,"threshold_uncertainty_score":0.1512023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800124097088994,"score_gpt":0.2583558998225903,"score_spread":0.2103546588517003,"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."}}