{"id":"W4212940944","doi":"10.1306/12032121141","title":"The Western Canada Sedimentary Basin: A confluence of science, technology, and ideas","year":2022,"lang":"en","type":"article","venue":"AAPG Bulletin","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Confluence; Geology; Sedimentary rock; Structural basin; Sedimentary basin; Paleontology; Sedimentary basin analysis; Geomorphology; Earth science; Geochemistry","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":[0.0002258309,0.00005416785,0.00008058287,0.0001491614,0.0003273381,0.00001358039,0.0002349552,0.00001127889,0.00008556476],"category_scores_gemma":[0.00001772922,0.00004300325,0.00001276119,0.0007137325,0.0003338622,0.00001575585,0.0001194211,0.0001140163,0.000002354151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604679,"about_ca_system_score_gemma":0.00009714395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04079825,"about_ca_topic_score_gemma":0.01112904,"domain_scores_codex":[0.9993812,0.00001639423,0.0001237,0.00009673007,0.0002456857,0.0001362687],"domain_scores_gemma":[0.9997212,0.00003043538,0.00002252412,0.0001641585,0.000023656,0.00003803834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007855904,0.0001245548,0.07385955,0.0001808919,0.0006826419,0.0002033879,0.002738498,0.3335211,0.03181348,0.01072446,0.5347571,0.01131574],"study_design_scores_gemma":[0.0001322641,0.00001928343,0.0005090256,0.000004150548,0.00001096653,0.00001042631,0.001293252,0.005555794,0.003195016,0.00007685197,0.9891114,0.00008161328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673701,0.001716561,0.00007925218,0.02746749,0.0002391997,0.0001251204,0.00001735195,0.00008284851,0.002902094],"genre_scores_gemma":[0.9988714,0.00005204628,0.00003019944,0.0005529149,0.000006563485,0.0000200678,0.000001433594,0.000005795386,0.0004595888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4543542,"threshold_uncertainty_score":0.9655892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003818575517740027,"score_gpt":0.1860907295103681,"score_spread":0.182272153992628,"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."}}