{"id":"W2564668730","doi":"10.1306/08241616014","title":"The use of microresistivity image logs for facies interpretations: An example in point-bar deposits of the McMurray Formation, Alberta, Canada","year":2017,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Bow Valley College","funders":"","keywords":"Geology; Facies; Point bar; Point (geometry); Bar (unit); Paleontology; Image (mathematics); Mining engineering; Geometry; Artificial intelligence; Oceanography; Mathematics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006386127,0.0003685043,0.0001283302,0.003499115,0.001210873,0.001122752,0.0006231964,0.0002127562,0.001739736],"category_scores_gemma":[0.001487625,0.0001848633,0.0001407055,0.002479107,0.0007946187,0.0002732862,0.0006850065,0.0002188338,0.0002931874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005946952,"about_ca_system_score_gemma":0.005153185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8788397,"about_ca_topic_score_gemma":0.9743646,"domain_scores_codex":[0.9996365,0.00003391187,0.0000162665,0.00003961403,0.0002049171,0.00006863334],"domain_scores_gemma":[0.998781,0.0002200458,0.00009436483,0.00007473934,0.000690621,0.0001391895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002614021,0.00007215661,0.7679099,0.0001815687,0.00003194308,0.002803808,0.01410822,0.003919734,0.02611993,0.0009564082,0.002109928,0.181525],"study_design_scores_gemma":[0.0000057477,0.00003107157,0.9697,0.00007230049,0.00002021389,0.0003819196,0.009826454,0.006065848,0.005176077,0.0001860062,0.008505385,0.00002900412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816912,0.0003072942,0.003605802,0.0001582967,0.00000827747,0.0001495741,0.001973046,0.0002441329,0.0118623],"genre_scores_gemma":[0.9853386,0.0001919161,0.01124757,0.00002107383,0.000003550015,0.00001752091,0.0006799988,0.00004503556,0.00245481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211603,"threshold_uncertainty_score":0.2437477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307366508361387,"score_gpt":0.2175159242410984,"score_spread":0.1844422591574846,"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."}}