{"id":"W2341767926","doi":"10.21967/jbb.v1i1.35","title":"Synthesis of cationic styrene-acrylic acid ester copolymer emulsion for paper sizing","year":2016,"lang":"en","type":"article","venue":"Journal of Bioresources and Bioproducts","topic":"Material Properties and Processing","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cationic polymerization; Starch; Copolymer; Emulsion; Polymer chemistry; Sizing; Materials science; Styrene; Acrylate; Acrylic acid; Chemical engineering; Methacrylate; Monomer; Methyl methacrylate; Chemistry; Organic chemistry; Composite material; Polymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199581,0.0003914823,0.0002334835,0.0002526579,0.0001099674,0.0002143179,0.0001492061,0.0003078819,0.0009647888],"category_scores_gemma":[0.0001678394,0.0001351326,0.000334054,0.0001906575,0.00008913004,0.0003651139,0.0001405592,0.000383425,0.0003695533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054368,"about_ca_system_score_gemma":0.0001519633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074123,"about_ca_topic_score_gemma":0.0002869829,"domain_scores_codex":[0.9999057,0.000007751347,0.00000930465,0.00002234975,0.00004165381,0.00001333277],"domain_scores_gemma":[0.9998934,0.00001931495,0.00002663971,0.000006861154,0.00003291275,0.00002090544],"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":[0.000008460356,0.000008624006,0.00002838672,0.0000315598,0.000001942139,0.00003881019,0.000004415899,0.00005311386,0.9983023,0.0000453844,0.00001206441,0.001464958],"study_design_scores_gemma":[0.000006541718,0.00008697015,0.0002710441,0.000002564558,0.000005020528,0.00005909214,0.000004106465,0.0004474093,0.9980616,0.00002530319,0.001027922,0.000002446987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102926,0.003841796,0.07919303,0.0001105424,0.0001924191,0.0001611587,0.0001907897,0.0002814773,0.005736181],"genre_scores_gemma":[0.9404574,0.002067941,0.05149056,0.0000622579,0.00003505225,0.00006992738,0.000220823,0.00005838485,0.005537615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009647888,"threshold_uncertainty_score":0.003227532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100789880901511,"score_gpt":0.1981899260020783,"score_spread":0.1881109379119272,"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."}}