{"id":"W2054788497","doi":"10.2118/154017-pa","title":"Data Blocking or Zoning: Well-Log-Data Application","year":2012,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Blocking (statistics); Zoning; Computer science; Process (computing); Dependency (UML); Data mining; Algorithm; Engineering; Artificial intelligence","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":[0.00161662,0.0005261771,0.0006339086,0.0009773653,0.0003732348,0.0007576928,0.0008350497,0.0003741341,0.002268953],"category_scores_gemma":[0.004711282,0.000326626,0.0004644669,0.001548284,0.0005672178,0.0008317541,0.0006888719,0.0007430911,0.0004206089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007697039,"about_ca_system_score_gemma":0.001241507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169592,"about_ca_topic_score_gemma":0.01034463,"domain_scores_codex":[0.9991073,0.0002182569,0.00006371846,0.000124875,0.0004166521,0.00006918726],"domain_scores_gemma":[0.997143,0.001262159,0.0003935659,0.0005135953,0.0006055598,0.00008221381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008133217,0.0002140362,0.01780246,0.0005055443,0.0001567556,0.0002078831,0.0004809167,0.5040904,0.08000525,0.02299967,0.003330557,0.3693932],"study_design_scores_gemma":[0.00002745244,0.0001041147,0.004899827,0.00002093429,0.00002614548,0.0000744878,0.00009265268,0.9372297,0.04285548,0.005555314,0.009071855,0.0000420192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06252705,0.0002550205,0.9317761,0.0001764831,0.00004260122,0.0001356933,0.0003530718,0.002987304,0.00174654],"genre_scores_gemma":[0.554039,0.0003453337,0.4423686,0.0000476077,0.00002784092,0.0001535234,0.0006638219,0.0003263463,0.002027849],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01169592,"threshold_uncertainty_score":0.02325571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648075379623855,"score_gpt":0.2936879247279573,"score_spread":0.2472071709317187,"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."}}