{"id":"W2064755457","doi":"10.2118/137799-ms","title":"Geochemical and Geological Characterisation of the Duvernay and Muskwa Formations in Alberta","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Oil shale; Geochemistry; Resource (disambiguation); Permeameter; Mineral resource classification; Mineralogy; Paleontology; Soil 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":[0.0002531885,0.0001935469,0.0002479278,0.002051388,0.001644227,0.0008923869,0.0006410066,0.0001899955,0.00117772],"category_scores_gemma":[0.0004399348,0.0002014191,0.0001796143,0.002228158,0.0008926266,0.0001696391,0.0007487005,0.0001483736,0.0001395666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00874622,"about_ca_system_score_gemma":0.005123226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9587068,"about_ca_topic_score_gemma":0.9884533,"domain_scores_codex":[0.9996903,0.00001487404,0.00001183823,0.00005314491,0.0001536058,0.00007626682],"domain_scores_gemma":[0.9996907,0.00001998271,0.00005432419,0.00001463875,0.0001668069,0.00005354449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003629604,0.00005379532,0.9353529,0.0001112058,0.0000670094,0.0007760416,0.003882128,0.002382724,0.02290115,0.001317857,0.000602625,0.03218955],"study_design_scores_gemma":[0.000006703454,0.00002091026,0.992324,0.00001453986,0.00001330735,0.0001554541,0.00221634,0.0009564168,0.001505705,0.00004298522,0.002735369,0.000008273289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957023,0.0002526752,0.0002150438,0.00004289152,0.000001588497,0.00002263151,0.0005413258,0.00001020366,0.003211384],"genre_scores_gemma":[0.9969521,0.0001184828,0.0006191139,0.0000127585,9.800242e-7,0.000006840475,0.0004869627,0.000004112252,0.00179874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412932,"threshold_uncertainty_score":0.08307272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914468031481216,"score_gpt":0.1974711991604733,"score_spread":0.1883265188456612,"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."}}