{"id":"W2952661761","doi":"10.3390/microorganisms7060178","title":"Microbial Eukaryotes in Oil Sands Environments: Heterotrophs in the Spotlight","year":2019,"lang":"en","type":"review","venue":"Microorganisms","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Oil sands; Land reclamation; Environmental science; Tailings; Ecosystem; Petroleum; Fossil fuel; Oil shale; Petroleum industry; Ecology; Earth science; Asphalt; Environmental protection; Geology; Environmental engineering; Geography; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002290523,0.0003782942,0.0006497618,0.00009804204,0.00005213132,0.00004209709,0.0008502644,0.0005270492,0.00006956988],"category_scores_gemma":[0.00001363328,0.0002923098,0.0002676352,0.0001518592,0.00008400155,0.000003497189,0.0003113189,0.0003704477,0.0003881557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006813967,"about_ca_system_score_gemma":0.00009988785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871869,"about_ca_topic_score_gemma":0.00004224813,"domain_scores_codex":[0.9983703,0.0002634393,0.0003548754,0.000545716,0.0001082191,0.0003574169],"domain_scores_gemma":[0.9992128,0.00001990138,0.0001401076,0.0005884987,0.000005064342,0.00003359684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307012,0.001050216,0.001859067,0.01004673,0.0004616836,0.000399493,0.0008652169,0.000007222531,0.3194912,0.00006084124,0.008950557,0.6566771],"study_design_scores_gemma":[0.0004282349,0.00008749531,0.0001671332,0.0006395801,0.00008950559,0.00007380157,0.00001651762,5.359816e-8,0.004506961,0.000008238834,0.9936178,0.0003646849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006368205,0.992472,0.00001060074,0.00003684357,0.0002125219,0.0004089987,0.0001657427,0.00000396796,0.0003211391],"genre_scores_gemma":[0.001008635,0.9963275,0.00008856537,0.0003541543,0.0001791118,0.00002758765,0.0007417616,0.00004704771,0.00122569],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846672,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178442423272826,"score_gpt":0.2563299002378361,"score_spread":0.2345454760051078,"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."}}