{"id":"W2027881703","doi":"10.2118/69425-ms","title":"Measurement and Modeling of Wax Deposition in Crude Oil Pipelines","year":2001,"lang":"en","type":"article","venue":"SPE Latin American and Caribbean Petroleum Engineering Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Wax; Pipeline transport; Petroleum engineering; Deposition (geology); Crude oil; Petroleum; Molecular diffusion; Environmental science; Materials science; Pulp and paper industry; Chemistry; Environmental engineering; Geology; Engineering; Composite material; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950665,0.0002922542,0.000205463,0.0003063199,0.0001660922,0.0002471971,0.0003526241,0.0002846552,0.0004937266],"category_scores_gemma":[0.0005620498,0.000201732,0.0001952542,0.0003284008,0.0001932649,0.0003436964,0.0002356392,0.0002204052,0.0001838457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105021,"about_ca_system_score_gemma":0.000348657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659761,"about_ca_topic_score_gemma":0.001502732,"domain_scores_codex":[0.9998398,0.00001546644,0.000007236434,0.00003358568,0.00008736655,0.00001644693],"domain_scores_gemma":[0.9998369,0.00004834286,0.00003114179,0.00003141742,0.00004431234,0.000007867333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001866368,0.00008086229,0.005516683,0.0001062432,0.00001086881,0.00008432857,0.0000815007,0.09744859,0.8774507,0.0005716395,0.0001066991,0.01835522],"study_design_scores_gemma":[0.00001070719,0.0002258832,0.00628839,0.000005375335,0.000009374813,0.00007192908,0.00003444493,0.5063416,0.4861436,0.0001872013,0.0006640572,0.00001751369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795398,0.0001686666,0.1182555,0.00004282117,0.000008629988,0.00005002951,0.0003113541,0.0004258334,0.001197428],"genre_scores_gemma":[0.9897792,0.0001006801,0.009528176,0.000002721987,9.401267e-7,0.00001968209,0.00008810751,0.000009775365,0.0004707679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659761,"threshold_uncertainty_score":0.005288541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667302841858321,"score_gpt":0.219682291234105,"score_spread":0.2030092628155218,"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."}}