{"id":"W2003600249","doi":"10.2118/165111-ms","title":"An Investigation of the Plugging Mechanisms in a Slotted Liner from the Steam Assisted Gravity Operations","year":2013,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Materials science; Permeability (electromagnetism); Quartz; Kaolinite; Asphalt; Epoxy; Petroleum engineering; Composite material; Geotechnical engineering; Metallurgy; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001212848,0.00008749094,0.00008952833,0.0000315733,0.00004759788,0.00004015549,0.0001682567,0.00005028555,0.00004283361],"category_scores_gemma":[0.00001957519,0.00005217837,0.00002758712,0.0002221722,0.00001711387,0.0001538151,0.0000163853,0.0001432523,0.000009095575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255895,"about_ca_system_score_gemma":0.00001052862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992015,"about_ca_topic_score_gemma":0.0008383068,"domain_scores_codex":[0.9994827,0.00003657885,0.0001855254,0.00008697869,0.00009842849,0.0001097861],"domain_scores_gemma":[0.9996041,0.00005536069,0.00001236053,0.0002664248,0.00002912537,0.0000325967],"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":[2.365499e-7,0.000005779285,0.001222029,0.000005102538,0.000009869921,7.149461e-8,0.0004967566,0.781612,0.2151563,0.0007417669,0.00008906471,0.0006610038],"study_design_scores_gemma":[0.000112839,0.000004597355,0.08701309,0.0000363636,0.000006401448,3.219956e-7,0.0001551633,0.8822311,0.02947387,0.0008771566,0.00001419022,0.00007493907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383373,0.00002459871,0.06068763,0.0001936005,0.0001909147,0.0001879017,0.000005462406,0.000171379,0.0002012135],"genre_scores_gemma":[0.9961153,0.000003424216,0.003662206,0.00008010921,0.00003508796,0.00002911737,0.00001494851,0.00001746729,0.00004236177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1856824,"threshold_uncertainty_score":0.3011344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008910821810100557,"score_gpt":0.1861328005461589,"score_spread":0.1772219787360583,"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."}}