{"id":"W2163585718","doi":"10.1130/g22360.1","title":"Biomarkers from Huronian oil-bearing fluid inclusions: An uncontaminated record of life before the Great Oxidation Event","year":2006,"lang":"en","type":"article","venue":"Geology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney; Australian Research Council; Australian Academy of Science; National Aeronautics and Space Administration","keywords":"Commonwealth; George (robot); Archaeology; Event (particle physics); Library science; History; Art history; Computer science","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":[0.0003563513,0.000389207,0.0004188336,0.002549439,0.0009384272,0.001733433,0.0003443476,0.0006865227,0.002991114],"category_scores_gemma":[0.001047766,0.0002387317,0.0002370829,0.003088052,0.0004876793,0.001004127,0.001349,0.0005729773,0.002309057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137279,"about_ca_system_score_gemma":0.0009066577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107668,"about_ca_topic_score_gemma":0.05896726,"domain_scores_codex":[0.9996595,0.00001397297,0.00002466344,0.00004071894,0.0002217816,0.00003931656],"domain_scores_gemma":[0.9994652,0.00003278099,0.0001227892,0.00003068151,0.0002882839,0.00006021337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001171755,0.0001165028,0.2846195,0.003728863,0.0002904644,0.005387349,0.00499926,0.0006025063,0.3066113,0.002960181,0.1114939,0.2780185],"study_design_scores_gemma":[0.00001704893,0.0002230845,0.657083,0.0004184833,0.0001456158,0.001188217,0.001670911,0.0001484472,0.03566877,0.0005702162,0.3028098,0.00005623427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132252,0.05462277,0.001592456,0.007302581,0.001111685,0.0001617848,0.02680178,0.0004587245,0.09472308],"genre_scores_gemma":[0.8312786,0.05458324,0.003537097,0.002231622,0.0006231028,0.00007167879,0.02475012,0.0002332835,0.0826913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107668,"threshold_uncertainty_score":0.04190803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0072787083484083,"score_gpt":0.20926674489601,"score_spread":0.2019880365476017,"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."}}