{"id":"W4386316608","doi":"10.1080/10916466.2023.2252008","title":"Present-day in-situ stress prediction in the Duvernay shale of Simonette Block, Western Canada Sedimentary Basin","year":2023,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Oil shale; Fault block; Structural basin; Geochemistry; Sedimentary rock; Mining engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006787535,0.0003280766,0.000177632,0.000595356,0.0006155643,0.0005273052,0.0004072389,0.0003734519,0.0006761018],"category_scores_gemma":[0.0001936252,0.0001787958,0.0002228577,0.0005769512,0.0003208016,0.00021642,0.0002014422,0.0001510601,0.0001513476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003886916,"about_ca_system_score_gemma":0.003046951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.85189,"about_ca_topic_score_gemma":0.927125,"domain_scores_codex":[0.9999483,0.000002381314,0.00000265256,0.00001258541,0.00001578439,0.00001838106],"domain_scores_gemma":[0.9999179,0.000006147915,0.00001076119,0.000004129921,0.00003686927,0.00002427757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100978,0.0001694398,0.7501844,0.00008026471,0.00008198842,0.001017091,0.0008257227,0.1799966,0.04396645,0.0005012117,0.0010417,0.02182513],"study_design_scores_gemma":[0.00002349618,0.0000465548,0.7740706,0.0000111231,0.00001832467,0.00004718693,0.0006142609,0.2202322,0.003964002,0.00007891178,0.0008664632,0.00002679548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992008,0.0000167117,0.0001502774,0.00001207769,8.177378e-7,0.00000240452,0.0001749983,0.00001613967,0.0004258716],"genre_scores_gemma":[0.9993474,0.00002371569,0.0001462363,0.000002542854,4.486922e-7,0.000001515051,0.0002032094,0.000002262377,0.0002727223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14811,"threshold_uncertainty_score":0.2979644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004316740850906119,"score_gpt":0.1935075767899161,"score_spread":0.18919083593901,"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."}}