{"id":"W2562890300","doi":"10.1002/mren.201670017","title":"Macromol. React. Eng. 6/2016","year":2016,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Copolymer; Methacrylic acid; Polymer chemistry; Styrene; Nitroxide mediated radical polymerization; Reactivity (psychology); Amphiphile; Polymerization; Radical polymerization; Chemistry; Polymer science; Materials science; Organic chemistry; Polymer; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003681403,0.001193499,0.0003315649,0.001723824,0.0005590623,0.0004468613,0.0004919788,0.0005876183,0.1340052],"category_scores_gemma":[0.0003221628,0.0004135512,0.0004945646,0.0005333284,0.0001845578,0.0008781182,0.000821474,0.0007069097,0.1057765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007008353,"about_ca_system_score_gemma":0.0004210811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009849811,"about_ca_topic_score_gemma":0.002029468,"domain_scores_codex":[0.9998072,0.00001121731,0.00001233088,0.00003220632,0.00009157699,0.00004562823],"domain_scores_gemma":[0.9999089,0.00001229561,0.00001914123,0.00001917642,0.00002106155,0.0000192995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007034751,0.0002645385,0.0008876084,0.002126398,0.00009384633,0.0007762714,0.000144634,0.002785172,0.5341516,0.01308938,0.08608583,0.3588911],"study_design_scores_gemma":[0.00005101378,0.00009969276,0.0008144857,0.0001405655,0.0000292273,0.0006063519,0.00002353282,0.001722026,0.2494614,0.0009519751,0.7460779,0.00002184198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09549517,0.04389143,0.08389792,0.002819101,0.005596969,0.001474523,0.008020092,0.00586775,0.7529371],"genre_scores_gemma":[0.1822487,0.03112953,0.03821807,0.0008727256,0.0006547753,0.000623966,0.006441228,0.0007850776,0.739026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8659948,"threshold_uncertainty_score":0.4482919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003675915645861732,"score_gpt":0.1703912349785224,"score_spread":0.1667153193326607,"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."}}