{"id":"W2079300370","doi":"10.2118/126135-ms","title":"Reservoir Pathway Identification in a Fractured Carbonate Heavy Oil Reservoir","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Petroleum engineering; Geology; Permeability (electromagnetism); Oil field; Well logging; Carbonate; Water well; Geotechnical engineering; Materials science; Groundwater","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138687,0.0001803769,0.0001991543,0.0002049946,0.00007999109,0.00008091635,0.000166494,0.0002562197,0.00004169188],"category_scores_gemma":[0.0001241951,0.0001746018,0.0000417226,0.000381747,0.00009722754,0.000325083,0.00004978421,0.0007327527,0.00001351928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524595,"about_ca_system_score_gemma":0.00002866147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006891362,"about_ca_topic_score_gemma":0.001861165,"domain_scores_codex":[0.9987499,0.000032607,0.0003751231,0.0003536848,0.0002104536,0.0002782813],"domain_scores_gemma":[0.9993078,0.00003453411,0.00005182531,0.0003859746,0.0001151781,0.0001047444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002186072,0.0003789589,0.008967073,0.0005355653,0.00002704442,0.00005263579,0.001818443,0.0005194914,0.7336084,0.00526889,0.006578377,0.2420266],"study_design_scores_gemma":[0.001941313,0.0004870826,0.2881454,0.0004557542,0.00006170023,0.00009825155,0.0002901052,0.01316596,0.5029352,0.07965083,0.1102904,0.002478024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887354,0.0001623951,0.0003281456,0.0008762383,0.0001821816,0.0001478187,0.00002249271,0.0009268369,0.008618508],"genre_scores_gemma":[0.9984488,0.0002743264,0.0007810876,0.00002571654,0.00009472539,0.0001472017,0.00006071774,0.0000215611,0.0001458457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791783,"threshold_uncertainty_score":0.7120056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150066925187486,"score_gpt":0.2314036278943894,"score_spread":0.2099029586425146,"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."}}