{"id":"W2305671873","doi":"10.1002/app.43574","title":"Infrared process monitoring of conjugated linoleic acid/styrene/butyl acrylate bulk and emulsion terpolymerization","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Styrene; Butyl acrylate; Absorbance; Fourier transform infrared spectroscopy; Attenuated total reflection; Emulsion; Monomer; Emulsion polymerization; Acrylate; Materials science; Polymer chemistry; Polymer; Conjugated linoleic acid; Chemistry; Infrared spectroscopy; Analytical Chemistry (journal); Copolymer; Organic chemistry; Chromatography; Chemical engineering; Linoleic acid","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":[0.0002895143,0.0004399826,0.0002439689,0.0004304777,0.0001679121,0.0002065961,0.000193064,0.0002706696,0.001401646],"category_scores_gemma":[0.0002669985,0.0001496859,0.0002023846,0.0003146719,0.0001996712,0.0003098445,0.0001685283,0.000581003,0.0003297727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884124,"about_ca_system_score_gemma":0.0001718255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003447137,"about_ca_topic_score_gemma":0.0004610724,"domain_scores_codex":[0.9998227,0.00002033094,0.000009728164,0.00005268202,0.00006647473,0.00002805771],"domain_scores_gemma":[0.9997897,0.00004449598,0.00008092504,0.00001632983,0.00004563326,0.00002300382],"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":[0.00002662398,0.00001134226,0.00004166978,0.00001376507,0.000001267873,0.000009137535,0.00001134267,0.0000240325,0.9992994,0.00001165101,0.00000726099,0.0005425334],"study_design_scores_gemma":[0.000002363605,0.00006417226,0.0005292248,0.000001540919,0.000004842731,0.00001417605,0.000005152942,0.0002862746,0.9989647,0.000005055329,0.0001209538,0.000001509551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913689,0.0006753539,0.006276023,0.00002338884,0.00002476347,0.0000388874,0.0001536934,0.0001281745,0.001310701],"genre_scores_gemma":[0.9901611,0.000647839,0.006506469,0.00002630282,0.000008200393,0.00004884614,0.0001482551,0.00004970648,0.002403325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401646,"threshold_uncertainty_score":0.004688919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891663852702866,"score_gpt":0.2478130643308179,"score_spread":0.238921400478115,"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."}}