{"id":"W2582564509","doi":"","title":"Study of sorption, heat and mass transfer during condensed mode operation of gas phase ethylene polymerization on supported catalyst","year":2014,"lang":"en","type":"preprint","venue":"QSpace (Queen's University Library)","topic":"Process Optimization and Integration","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Université de Lyon; Saudi Basic Industries Corporation; Exxon Mobil Corporation","keywords":"Polymerization; Polyethylene; Ethylene; Polymer; Hexane; Materials science; Solubility; Chemical engineering; Polymer chemistry; Sorption; Chemistry; Catalysis; Organic chemistry; Adsorption","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003419244,0.0002734837,0.0004046845,0.0004763032,0.00007446478,0.0000401119,0.0001732485,0.0002471338,0.00009852453],"category_scores_gemma":[0.000008722726,0.0003203927,0.00006346281,0.0002236254,0.00004909617,0.0006689373,0.00005762349,0.0002665326,0.000001427123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005454438,"about_ca_system_score_gemma":0.00006987573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005955654,"about_ca_topic_score_gemma":0.00002609108,"domain_scores_codex":[0.9989067,0.0001050943,0.0003012886,0.0003334686,0.000214011,0.0001394462],"domain_scores_gemma":[0.9994151,0.00002306552,0.00007913978,0.0003027089,0.00009079651,0.00008915986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004843237,0.0004834289,0.00138869,0.0008245888,0.0002583077,0.00001065578,0.004631641,0.9588175,0.0319318,0.0003610749,0.0007186077,0.0000893211],"study_design_scores_gemma":[0.005185716,0.0005748608,0.001122958,0.0003039939,0.0002556738,4.341022e-7,0.002551504,0.1414138,0.8477905,0.00004298272,0.000113909,0.0006436887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344583,0.00001372363,0.0632729,0.0007795291,0.0001002996,0.0005482449,0.0001394162,0.0002280688,0.0004594827],"genre_scores_gemma":[0.9974964,0.0003439988,0.0003128235,0.00001297776,0.00002249157,0.000002939583,0.0009467818,0.00004445299,0.0008171223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8174037,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007356352566684693,"score_gpt":0.2003336589567277,"score_spread":0.192977306390043,"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."}}