{"id":"W4388051318","doi":"10.3997/2214-4609.202335076","title":"Rock Strength Prediction for CCS of Hith and Arab Evaporite Seals Based on Wireline Log Signature","year":2023,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Anhydrite; Wireline; Seal (emblem); Evaporite; Drilling; Geology; Lithology; Mining engineering; Hazard; Petroleum engineering; Engineering; Petrology; Sedimentary rock; Geochemistry; Paleontology; Gypsum","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":[0.0001439909,0.0003588206,0.0001917973,0.001046552,0.0001177019,0.0004509907,0.0002714008,0.0002651934,0.001828752],"category_scores_gemma":[0.0006014142,0.000127694,0.0002815497,0.0003567082,0.0001140901,0.0004361907,0.000261715,0.0001555902,0.0008116478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098941,"about_ca_system_score_gemma":0.0002379845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008552749,"about_ca_topic_score_gemma":0.01318895,"domain_scores_codex":[0.9999148,0.000006566665,0.000008028828,0.00002092264,0.00003217798,0.00001758771],"domain_scores_gemma":[0.9996266,0.00007096028,0.0001000554,0.00002964266,0.0001286414,0.00004394199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005439156,0.0001182238,0.7706145,0.0001254559,0.00005528055,0.000610595,0.0001570276,0.1238238,0.03464403,0.000251698,0.001417459,0.06763808],"study_design_scores_gemma":[0.00001555082,0.0002263843,0.3532186,0.00002831387,0.00003055801,0.0001923904,0.0003001603,0.6205825,0.02387526,0.0002059026,0.001286777,0.00003768684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993567,0.0000512176,0.003896235,0.00001740077,0.000006328225,0.00001192097,0.001046808,0.0002988703,0.001104295],"genre_scores_gemma":[0.9971766,0.00002379922,0.001577255,0.000002504256,0.000001553659,0.000005513849,0.0007161617,0.00001034432,0.0004861581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008552749,"threshold_uncertainty_score":0.01700598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007340334242392031,"score_gpt":0.2003727197404957,"score_spread":0.1930323854981036,"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."}}