{"id":"W4323657143","doi":"10.2118/212729-ms","title":"Reconciliation and Insights from a Holistic Reservoir Characterisation Program in a Late, Early-Oil to Early, Peak-Oil Window Shale Oil Play - Eromanga Basin, Australia","year":2023,"lang":"en","type":"article","venue":"","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oil shale; Petroleum engineering; Geology; Tight oil; Maturity (psychological); Hydrocarbon exploration; Source rock; Unconventional oil; Window (computing); Drilling; Structural basin; Geochemistry; Paleontology; Engineering; Computer science","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":[0.001172081,0.0002667829,0.0004056337,0.001034491,0.000575772,0.001024924,0.0004379137,0.000335439,0.000496196],"category_scores_gemma":[0.001308881,0.0002344557,0.0002463658,0.000896454,0.000615853,0.0007117887,0.000939237,0.0002917253,0.0001629564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438202,"about_ca_system_score_gemma":0.001040982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460947,"about_ca_topic_score_gemma":0.08670206,"domain_scores_codex":[0.9995444,0.00007520459,0.0000293209,0.0001031924,0.0001716627,0.00007613986],"domain_scores_gemma":[0.9993311,0.0001070384,0.00009330703,0.00006912881,0.0003394769,0.0000600041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005579022,0.0003805502,0.5435612,0.0003337404,0.0001311604,0.001682237,0.009880083,0.007823179,0.3672425,0.000800587,0.0003350896,0.06727185],"study_design_scores_gemma":[0.000007700719,0.0004918525,0.9338587,0.00004770829,0.00006026575,0.0003337139,0.006297873,0.01259431,0.0428565,0.0003355787,0.003082423,0.00003341959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975203,0.00003828583,0.00173181,0.00001942309,0.000001078466,0.00003131887,0.0001440884,0.00001251559,0.0005012394],"genre_scores_gemma":[0.9937426,0.00007012318,0.005121831,0.00001715638,0.000001538617,0.00002698371,0.0003152696,0.00001978143,0.0006846166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02460947,"threshold_uncertainty_score":0.04893249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153818253263473,"score_gpt":0.2707925840485299,"score_spread":0.2292544015158952,"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."}}