{"id":"W2134599574","doi":"10.1306/10171313056","title":"Comparing geology and well completions to production in the unconventional region of the Cardium Formation (Upper Cretaceous), northwest Pembina field, Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Cretaceous; Paleontology; Geochemistry; Petrology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001599931,0.00007474908,0.0001244429,0.000045393,0.00009430899,0.00001145751,0.0001260462,0.00003467625,0.00002650997],"category_scores_gemma":[0.00007044301,0.00005105673,0.00004091275,0.0001073156,0.00002425987,0.0000180252,0.00003654443,0.0001421517,0.000005762486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003732877,"about_ca_system_score_gemma":0.00001311626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3276263,"about_ca_topic_score_gemma":0.7333866,"domain_scores_codex":[0.9993925,0.00008596461,0.0001753046,0.0001000379,0.0001234671,0.0001227258],"domain_scores_gemma":[0.9995911,0.000111318,0.00003366092,0.0002101934,0.00002981257,0.00002396078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000009926188,0.00001988832,0.1070471,0.00009893262,0.00003600638,0.00000139063,0.001128306,0.8709923,0.00004971316,0.0001301768,0.02022469,0.000261566],"study_design_scores_gemma":[0.0004464779,0.0000491045,0.6342663,0.0001158344,0.00007328232,0.00009876581,0.0007766581,0.07899316,0.001612967,0.0001782603,0.2831123,0.0002769345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762541,0.00004704248,0.00129598,0.01993478,0.0001831956,0.0001379508,5.21823e-7,0.00001049918,0.002135919],"genre_scores_gemma":[0.9994744,0.000008655077,0.00003385083,0.0002496538,0.00005211607,0.00001661526,0.000009838937,0.000005292078,0.0001495758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7919991,"threshold_uncertainty_score":0.676851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005940329671650897,"score_gpt":0.1765654692052857,"score_spread":0.1706251395336348,"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."}}