{"id":"W4403217985","doi":"10.26434/chemrxiv-2024-3rzp4","title":"Kinetic Studies of Zirconium Catalyzed Ring-opening Copolymerization of Epoxide and Cyclic Anhydride","year":2024,"lang":"en","type":"preprint","venue":"ChemRxiv","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Epoxide; Catalysis; Zirconium; Ring (chemistry); Copolymer; Chemistry; Polymer chemistry; Kinetic energy; Materials science; Organic chemistry; Polymer; Physics","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":[0.0004150326,0.0005374016,0.0005514467,0.0001790804,0.0001131918,0.0003274067,0.000345925,0.0002812138,0.000947017],"category_scores_gemma":[0.0004790634,0.0002166514,0.0002669944,0.0002206554,0.0002177146,0.0003740093,0.0001561757,0.0004900799,0.000416595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466237,"about_ca_system_score_gemma":0.0002656578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030182,"about_ca_topic_score_gemma":0.001135356,"domain_scores_codex":[0.9997252,0.00004483207,0.00002240333,0.00006670092,0.00006783904,0.00007302449],"domain_scores_gemma":[0.9997711,0.00007786031,0.00006995873,0.0000154887,0.00003127793,0.00003444962],"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":[0.0001884118,0.0000305158,0.000148329,0.00005218869,0.00001327752,0.000023584,0.00003345387,0.0003591634,0.9974709,0.0001044911,0.00002386551,0.001551851],"study_design_scores_gemma":[0.000008351969,0.000116836,0.0004717181,0.000002898614,0.000007191421,0.00001771202,0.000005757429,0.001875478,0.9971613,0.00001020553,0.0003180061,0.000004735719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932099,0.00115928,0.003991204,0.00002989218,0.00001795289,0.00003411184,0.0002121284,0.0001059618,0.001239489],"genre_scores_gemma":[0.994693,0.0007372501,0.002621791,0.00001005047,0.000006712956,0.00003068819,0.0002644245,0.00003908815,0.001596875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001030182,"threshold_uncertainty_score":0.003382862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373763278311726,"score_gpt":0.2838071016842803,"score_spread":0.2600694689011631,"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."}}