{"id":"W2898217921","doi":"10.1016/j.carbpol.2018.10.050","title":"A comparative study on grafting polymers from cellulose nanocrystals via surface-initiated atom transfer radical polymerization (ATRP) and activator re-generated by electron transfer ATRP","year":2018,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Bordeaux; University of Waterloo","keywords":"Atom-transfer radical-polymerization; Polymer chemistry; Polymer; Materials science; Polystyrene; Thermogravimetric analysis; Surface modification; Polymerization; Chemical engineering; Fourier transform infrared spectroscopy; Photochemistry; Chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001698899,0.0001929146,0.0002040445,0.0001307676,0.0001755885,0.0001990032,0.0001944142,0.0002366662,0.001523086],"category_scores_gemma":[0.0001880214,0.00008369445,0.0002555609,0.0001494689,0.0001689314,0.0003161532,0.0000844065,0.0002931852,0.0001611881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977123,"about_ca_system_score_gemma":0.0001467909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008390237,"about_ca_topic_score_gemma":0.001141289,"domain_scores_codex":[0.9999024,0.00001201719,0.000004999172,0.00002169376,0.00003149379,0.0000274429],"domain_scores_gemma":[0.9998757,0.00006409916,0.00001741742,0.00001165668,0.00001952928,0.00001167173],"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":[0.00007821435,0.00002009247,0.00006784127,0.00004707939,0.000004513515,0.00004566438,0.00002570361,0.00005704592,0.9981528,0.00007730725,0.00001297739,0.001410806],"study_design_scores_gemma":[0.000003094993,0.0001008526,0.0006999185,0.00000142556,0.000009537323,0.00004466131,0.00001334244,0.0004546821,0.9982652,0.00001243824,0.0003923326,0.000002543151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961057,0.0007641584,0.001187725,0.00002237723,0.000009872766,0.00001213338,0.00003994178,0.00001212768,0.0018459],"genre_scores_gemma":[0.9962382,0.0005787779,0.001291634,0.00001755335,0.000006965997,0.00000831959,0.00006606193,0.00001253405,0.001779883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523086,"threshold_uncertainty_score":0.005095184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948289296551535,"score_gpt":0.2948796329091934,"score_spread":0.2653967399436781,"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."}}