{"id":"W2036445540","doi":"10.2523/iptc-18081-ms","title":"Rock characteristics of oil-, condensate- and dry gas-producing wells of the unconventional Devonian Duvernay Formation, Canada","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Source rock; Devonian; Geochemistry; Structural basin; Mineral resource classification; Sedimentary basin; Natural gas; Sedimentary rock; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106893,0.0001032943,0.0001866203,0.0001694915,0.00004022594,0.00001272305,0.0003530496,0.00008180749,0.00007571389],"category_scores_gemma":[0.0001275228,0.00008667169,0.00003983549,0.000146904,0.000087412,0.00009228098,0.00007655832,0.000160911,0.000003178168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006702655,"about_ca_system_score_gemma":0.00009307971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615812,"about_ca_topic_score_gemma":0.02251195,"domain_scores_codex":[0.9991077,0.00002030016,0.0003792254,0.0001233749,0.0002605578,0.0001089069],"domain_scores_gemma":[0.9992995,0.00003571148,0.0001720334,0.000210285,0.0002548486,0.00002766207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008336482,0.0002134119,0.5307539,0.0009971331,0.001871224,0.00001798664,0.001146115,0.1067724,0.1751688,0.1478159,0.003515873,0.03164402],"study_design_scores_gemma":[0.0006450008,0.00003010412,0.02942936,0.0001884667,0.00004755216,0.00002277714,0.0002993151,0.8764869,0.07904426,0.002280489,0.01126528,0.0002605126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886335,0.00003569991,0.006465178,0.00236149,0.0003877917,0.00002565552,0.00004291676,0.00004618039,0.002001614],"genre_scores_gemma":[0.9993572,0.00005620385,0.0001050714,0.00004201801,0.00002649401,0.000006866359,0.00001832078,0.00000800424,0.0003798366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7697145,"threshold_uncertainty_score":0.9953247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005522574114910237,"score_gpt":0.183883882030516,"score_spread":0.1783613079156057,"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."}}