{"id":"W2111100479","doi":"10.1002/masy.200951108","title":"Heat Transfer in Gas Phase Olefin Polymerisation","year":2009,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Polymerization; Olefin fiber; Heat transfer; Materials science; Microreactor; Chemical engineering; Thermodynamics; Gas phase; Polymer; Thermal; Catalysis; Chemistry; Organic chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013806,0.0001796645,0.0001637436,0.0002224522,0.00003033837,0.00002742537,0.0001209044,0.0001046467,0.00004807662],"category_scores_gemma":[0.000003941014,0.0002018492,0.0000453058,0.0006466347,0.00002653767,0.0001089038,0.00000603424,0.0001719782,0.00001766809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163502,"about_ca_system_score_gemma":0.0000141835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107509,"about_ca_topic_score_gemma":4.833307e-7,"domain_scores_codex":[0.9990819,0.00001915568,0.0003189946,0.0001825005,0.0001364831,0.0002610043],"domain_scores_gemma":[0.9997169,0.000004034831,0.000003910508,0.0002133777,0.00003259503,0.00002912303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001293145,0.00006357637,0.00001827823,0.00001060812,0.000008258815,0.00004461689,0.0002333645,0.00002960562,0.9684653,0.01074125,0.0004483039,0.01992386],"study_design_scores_gemma":[0.0008297247,0.0001157279,0.0002397822,0.00003504611,0.000006795561,0.00002921463,0.00001688407,0.002302889,0.9918012,0.0003593428,0.004038065,0.0002253031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412004,0.0005442695,0.3513842,0.0002376402,0.00009037576,0.0001983647,0.000007399373,0.0003089682,0.006028432],"genre_scores_gemma":[0.9990212,0.00003096855,0.0002986383,0.0004423127,0.00003306475,0.0000183613,0.0001092314,0.00002772191,0.00001851023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578209,"threshold_uncertainty_score":0.8231172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006147013929132634,"score_gpt":0.2345609620983386,"score_spread":0.228413948169206,"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."}}