{"id":"W4244103748","doi":"10.2118/2007-142","title":"Development of an Optimized Tubular Material for Thermal Slotted Liner Completions","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal expansion; Buckling; Breakage; Materials science; Deformation (meteorology); Compressive strength; Thermal; Structural engineering; Material properties; Compression (physics); Asphalt; Material selection; Mechanical engineering; Geotechnical engineering; Engineering; Composite material","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":[0.0001642097,0.0001114085,0.0001236443,0.0002165862,0.00004662227,0.00003726209,0.000222129,0.00005746243,0.0002815497],"category_scores_gemma":[0.00001588977,0.0001264136,0.00003347174,0.00004116826,0.00001973148,0.00007652537,0.000008007941,0.00006688929,0.000008157951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504884,"about_ca_system_score_gemma":0.0001328708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009047664,"about_ca_topic_score_gemma":0.008782756,"domain_scores_codex":[0.9992623,0.000003524171,0.0002658051,0.0001128059,0.000111769,0.0002437334],"domain_scores_gemma":[0.9995289,0.0000237537,0.00002511113,0.0001009814,0.0001260854,0.0001951838],"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":[0.00004820152,0.00002056092,0.0000812314,0.00004247511,0.0001540271,0.00000991159,0.0004344072,0.9063238,0.08206347,0.006007385,0.0001978395,0.004616718],"study_design_scores_gemma":[0.0006269698,0.00001802429,0.002192708,0.00004605031,0.000009565978,0.000005147991,0.00006637535,0.9107739,0.03261875,0.00004068583,0.05334866,0.0002531325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7987456,0.000007964588,0.1950243,0.00004116465,0.00103662,0.0000725334,0.0001748726,0.00008565938,0.004811313],"genre_scores_gemma":[0.9590492,0.00000147908,0.04027758,0.00002053597,0.0001659008,0.00001636725,0.0003243568,0.00002356934,0.000121069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1603036,"threshold_uncertainty_score":0.5154998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649496159943867,"score_gpt":0.2220694396592581,"score_spread":0.2055744780598194,"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."}}