{"id":"W2180414049","doi":"10.1039/c5re00044k","title":"Progress in reactor engineering of controlled radical polymerization: a comprehensive review","year":2015,"lang":"en","type":"review","venue":"Reaction Chemistry & Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Polymerization; Radical polymerization; Polymer; Materials science; Polymer chemistry; Chain transfer; Polymer science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000139062,0.000688491,0.00300624,0.0001250017,0.00001408434,0.00002094705,0.0002950657,0.0005243897,0.0002125518],"category_scores_gemma":[0.0002046024,0.0006806786,0.0004983642,0.0004874103,0.00003670095,0.0001603363,0.00006372323,0.0006543325,0.000005799604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613401,"about_ca_system_score_gemma":0.0002136384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002546486,"about_ca_topic_score_gemma":3.335901e-8,"domain_scores_codex":[0.9971951,0.00002105335,0.001474842,0.0005201497,0.000411055,0.0003778419],"domain_scores_gemma":[0.9980411,0.0001960073,0.0009095342,0.0005470508,0.0001170605,0.0001892784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005326209,0.0002107258,0.000006530566,0.326043,0.0005087031,0.00004390536,0.00003428051,0.00004567276,0.1218954,0.00002148673,0.00004115665,0.551096],"study_design_scores_gemma":[0.0008130496,0.000005004899,0.000001392178,0.07917493,0.0005485708,0.0001148116,0.000006800539,0.0004207155,0.01391717,1.622452e-7,0.9043857,0.0006116715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000147104,0.9986817,0.0001086314,0.00001328815,0.0001603329,0.0003730022,0.00006740305,0.0001772746,0.0002712543],"genre_scores_gemma":[0.0002957562,0.9976233,0.0001762475,0.000004649496,0.0004304708,0.0004198095,0.0008213892,0.000147028,0.00008133264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9043446,"threshold_uncertainty_score":0.9995645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256716714247432,"score_gpt":0.2868108537063189,"score_spread":0.2642436865638446,"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."}}