{"id":"W2004952955","doi":"10.2118/01-03-02","title":"Effect of Viscosity and Diffusion Coefficient on the Kinetics of Bubble Growth in Solution-Gas Drive in Heavy Oil","year":2001,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; University of Calgary","keywords":"Bubble; Viscosity; Thermodynamics; Mass transfer; Diffusion; Work (physics); Chemistry; Bubble point; Mechanics; Pressure drop; Nucleation; Flow (mathematics); Growth rate; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002699768,0.0002077911,0.000322391,0.0002717595,0.0001949573,0.0004458515,0.0002823227,0.0002444434,0.001146416],"category_scores_gemma":[0.001126645,0.000184896,0.0001931027,0.0002170139,0.0002920269,0.0002602944,0.0002755446,0.0004499635,0.0001391458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008575203,"about_ca_system_score_gemma":0.0003976621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188396,"about_ca_topic_score_gemma":0.02254319,"domain_scores_codex":[0.9998693,0.00001925501,0.000007021401,0.00002164558,0.00004365535,0.00003905627],"domain_scores_gemma":[0.9990108,0.0007026655,0.0001120197,0.00002020937,0.00009934317,0.00005495677],"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":[0.001425416,0.0001661782,0.01034961,0.0001818562,0.00005200121,0.0004529927,0.000223019,0.02149057,0.9573833,0.0004301157,0.0002086428,0.007636083],"study_design_scores_gemma":[0.00002964654,0.0005255521,0.01363223,0.00001644671,0.00003368995,0.00007410557,0.0001310729,0.10413,0.880657,0.00006759896,0.000658485,0.00004433583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983761,0.0003096361,0.0006649967,0.00004580433,0.000006063948,0.000006005923,0.00007644673,0.0000282952,0.0004865195],"genre_scores_gemma":[0.9990355,0.000146968,0.0003721905,0.000008265167,0.000001301373,0.00000314749,0.00004314589,0.000006130493,0.0003835419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03188396,"threshold_uncertainty_score":0.06339675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003414201071319153,"score_gpt":0.1945611231862356,"score_spread":0.1911469221149165,"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."}}