{"id":"W2614522850","doi":"10.1190/int-2017-0014.1","title":"A practical petrophysical model for a source rock play: The Mancos Shale","year":2017,"lang":"en","type":"article","venue":"Interpretation","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Petrophysics; Geology; Oil shale; Source rock; Window (computing); Petroleum engineering; Well logging; Porosity; Maturity (psychological); Mineralogy; Petrology; Geochemistry; Geotechnical engineering; Geomorphology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000318581,0.0008700404,0.0004114833,0.0006657455,0.0008740062,0.001584126,0.001331707,0.001026218,0.004347498],"category_scores_gemma":[0.0008063998,0.000526947,0.000713928,0.0005449468,0.000593709,0.0008939583,0.0008303168,0.0008338614,0.001110976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858309,"about_ca_system_score_gemma":0.003061482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08892651,"about_ca_topic_score_gemma":0.08598781,"domain_scores_codex":[0.9998615,0.00001816169,0.000009028718,0.0000412019,0.00004994195,0.00002018523],"domain_scores_gemma":[0.9997509,0.00007368326,0.00001694839,0.00002993651,0.00009908398,0.00002947871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004067146,0.00005320208,0.007595242,0.00003898748,0.00001224497,0.0001599336,0.0001268244,0.9750811,0.002427073,0.005838544,0.001432113,0.007193928],"study_design_scores_gemma":[0.00001009707,0.000007799666,0.0006361417,0.000007533871,0.0000035316,0.00002836823,0.00005009156,0.9936034,0.000819874,0.001655804,0.003167245,0.00001008797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3076005,0.0001669985,0.6453639,0.001000078,0.00007054318,0.0004628188,0.008153928,0.007895047,0.02928616],"genre_scores_gemma":[0.7839566,0.000261825,0.1977724,0.0001164919,0.00002109811,0.0006085514,0.003883326,0.0006772693,0.01270234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08892651,"threshold_uncertainty_score":0.1768178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587935237436433,"score_gpt":0.2970981394968157,"score_spread":0.2712187871224513,"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."}}