{"id":"W4404679050","doi":"10.1021/acsomega.4c03320","title":"Petrographic and Molecular Characterization of Organic-Rich Mudstones with Petroleum Generative Potential from The Lower Triassic Montney Formation, Western Canada","year":2024,"lang":"en","type":"article","venue":"ACS Omega","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Maceral; Kerogen; Geology; Inertinite; Petrography; Liptinite; Siltstone; Facies; Geochemistry; Organic matter; Vitrinite; Source rock; Paleontology; Sedimentary rock; Chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00005353844,0.0001173923,0.0001434063,0.00008005516,0.00005153337,0.00008719883,0.00008727765,0.00003700811,0.00001079486],"category_scores_gemma":[0.00000517054,0.00007727238,0.00002862212,0.0003810344,0.00002469681,0.0002397966,0.00001592316,0.00009411077,0.000001705052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003040362,"about_ca_system_score_gemma":0.00005409373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045671,"about_ca_topic_score_gemma":0.07155677,"domain_scores_codex":[0.9993346,0.00003551268,0.0001867856,0.0001178851,0.000217474,0.0001077822],"domain_scores_gemma":[0.9997144,0.00002008475,0.00003344376,0.0001477598,0.00004177452,0.00004249503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005674965,0.00005055515,0.003851154,0.0001389828,0.001456018,0.0001201902,0.002788238,0.0360634,0.9534469,0.0001606468,0.0009027123,0.0009644293],"study_design_scores_gemma":[0.001968167,0.0002368012,0.02137722,0.0002504661,0.001032799,0.00003696431,0.002007538,0.7604169,0.2024443,0.0001371263,0.009043215,0.001048515],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704911,0.0006310944,0.02774859,0.0007677231,0.0001521649,0.00007948496,0.00003580445,0.00005711976,0.00003693824],"genre_scores_gemma":[0.9993765,0.0001896189,0.0000299661,0.00007241251,0.00006324024,0.00001515365,0.0001633746,0.0000226559,0.00006707661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7510027,"threshold_uncertainty_score":0.9453849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003942147468350196,"score_gpt":0.1725273850165776,"score_spread":0.1685852375482274,"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."}}