{"id":"W2102086969","doi":"10.1002/mren.200600024","title":"Modeling of Nitroxide‐Mediated Semibatch Radical Polymerization","year":2007,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Nitroxide mediated radical polymerization; Polymerization; Polymer chemistry; Radical; Styrene; Decomposition; Radical polymerization; Diffusion; Chemistry; Representation (politics); Thermodynamics; Physical chemistry; Materials science; Polymer; Copolymer; Organic chemistry; 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":[0.0001821385,0.0005180316,0.0004730891,0.0002223793,0.0003556371,0.0004425569,0.001106137,0.001194792,0.003100429],"category_scores_gemma":[0.0002540697,0.0003480754,0.0004316508,0.0001266734,0.0003585995,0.0004609175,0.0002649169,0.0004963666,0.0004978304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007440719,"about_ca_system_score_gemma":0.0007810721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005092708,"about_ca_topic_score_gemma":0.002566754,"domain_scores_codex":[0.9999388,0.0000121351,0.000001402592,0.00001195592,0.00002153289,0.00001399493],"domain_scores_gemma":[0.999915,0.00003765477,0.00001363651,0.000007212876,0.00001546928,0.00001107765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003322829,0.00003618897,0.0001592205,0.00004418448,0.000008712504,0.0001150224,0.00003400829,0.9708698,0.02080677,0.006581548,0.000146946,0.001164483],"study_design_scores_gemma":[0.000004871154,0.00001615194,0.00009143999,0.000002111861,0.000001798696,0.00001162029,0.000003788543,0.9971735,0.001885537,0.0005685766,0.0002373022,0.000003228026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6969106,0.0004645155,0.2705753,0.0004171394,0.00007179721,0.0001777279,0.0005023775,0.0005441019,0.03033638],"genre_scores_gemma":[0.9763292,0.0002666137,0.01148454,0.00004028825,0.000008552646,0.0002603008,0.0001598871,0.00007732772,0.01137323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005092708,"threshold_uncertainty_score":0.01037198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004760699006711245,"score_gpt":0.2009646294016218,"score_spread":0.1962039303949105,"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."}}