{"id":"W2359615498","doi":"","title":"Polymer product engineering:an emerging discipline of chemical engineering for high performance polymer materials","year":2014,"lang":"en","type":"article","venue":"Scientia Sinica Chimica","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polymerization; Polymer; Chemical reaction engineering; Materials science; Polyolefin; Copolymer; Radical polymerization; Nanotechnology; Polymer science; Polymer chemistry; Chemical engineering; Process engineering; Catalysis; Chemistry; Organic chemistry; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698993,0.0005734349,0.0007161123,0.001041349,0.0004219319,0.001567583,0.0006323219,0.0009528269,0.002801843],"category_scores_gemma":[0.0005653144,0.0002504001,0.0004004515,0.001882186,0.0009903985,0.002064659,0.0007175643,0.001382192,0.001615558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899688,"about_ca_system_score_gemma":0.0008592542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862478,"about_ca_topic_score_gemma":0.0003419065,"domain_scores_codex":[0.9995527,0.00006869601,0.00002465074,0.0001129004,0.0002101833,0.00003083094],"domain_scores_gemma":[0.9996244,0.0001531587,0.00006840165,0.00003847563,0.00008783188,0.00002779676],"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":[0.0001157452,0.0001825412,0.001091665,0.006037918,0.0000512936,0.0002711869,0.0001804951,0.004732372,0.1714694,0.1580764,0.00857454,0.6492164],"study_design_scores_gemma":[0.00002394043,0.0005068114,0.001411528,0.0003671831,0.00005158479,0.001112183,0.000118486,0.01282618,0.1767846,0.05490014,0.7518296,0.00006790218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03922907,0.6020539,0.3017996,0.005642417,0.001048493,0.0001950033,0.0003242008,0.0006254124,0.04908191],"genre_scores_gemma":[0.1810597,0.6358383,0.154027,0.001435907,0.001860701,0.0002456697,0.0005217158,0.0003439174,0.02466725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002801843,"threshold_uncertainty_score":0.009373069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008080135446943365,"score_gpt":0.2273649218180715,"score_spread":0.2192847863711282,"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."}}