{"id":"W6903281650","doi":"10.11575/prism/25748","title":"Drill Cuttings, Petrophysical, and Geomechanical Models for Evaluation of Conventional and Unconventional Petroleum Reservoirs","year":2013,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; ConocoPhillips","keywords":"Porosity; Permeability (electromagnetism); Drill; Petroleum reservoir; Matrix (chemical analysis); Effective porosity; Drill pipe; Drill cuttings; Saturation (graph theory)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004483553,0.0005620635,0.0003375851,0.0005731663,0.0002051725,0.0008684017,0.000681003,0.0008639412,0.00102724],"category_scores_gemma":[0.00173147,0.0004205191,0.000492494,0.000484558,0.00036516,0.0007992226,0.0004700972,0.0006173242,0.0001725021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209313,"about_ca_system_score_gemma":0.0006150233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904362,"about_ca_topic_score_gemma":0.005718544,"domain_scores_codex":[0.9998362,0.00004893516,0.0000142842,0.00002456464,0.00005737864,0.0000186514],"domain_scores_gemma":[0.999467,0.000318474,0.00007699923,0.00004285276,0.0000719464,0.00002284666],"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":[0.000018119,0.00002038373,0.00268048,0.00001926728,0.000006513734,0.0000288696,0.00002082698,0.9917481,0.001092911,0.0009409899,0.00007859232,0.003345013],"study_design_scores_gemma":[0.00000183641,0.00001240954,0.0005790964,0.0000033992,0.000001866272,0.000008255672,0.00001133973,0.9985885,0.000381917,0.0003123276,0.00009593124,0.00000314544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859077,0.0003241904,0.2051886,0.0002488983,0.00002872868,0.0001210718,0.000972111,0.0005469074,0.006661733],"genre_scores_gemma":[0.9831789,0.0001150138,0.01557613,0.0000124595,0.000004700518,0.0001019056,0.0002049325,0.00002107526,0.0007848638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006904362,"threshold_uncertainty_score":0.01372838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236043597006988,"score_gpt":0.2352043505622893,"score_spread":0.2128439145922194,"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."}}