{"id":"W2023155685","doi":"10.1016/j.eurpolymj.2011.02.021","title":"Preparation and characterization of cationic poly vinyl alcohol with a low degree of substitution","year":2011,"lang":"en","type":"article","venue":"European Polymer Journal","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vinyl alcohol; Substitution (logic); Cationic polymerization; Degree (music); Characterization (materials science); Alcohol; Materials science; Polymer chemistry; Chemistry; Organic chemistry; Nanotechnology; Polymer; Physics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004182368,0.0001058765,0.0001534956,0.00008919142,0.0001318807,0.00004217872,0.0001378141,0.00002367043,0.000260522],"category_scores_gemma":[0.0000119488,0.00007364002,0.00002946492,0.00008695525,0.0001763946,0.0005000602,0.00002639203,0.00006514078,0.00001426775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009526646,"about_ca_system_score_gemma":0.00006553061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005243879,"about_ca_topic_score_gemma":0.000005983658,"domain_scores_codex":[0.9989524,0.0002261685,0.0003692175,0.0001334437,0.0001862211,0.0001324857],"domain_scores_gemma":[0.9992186,0.000009785771,0.000449646,0.000156042,0.0001012536,0.00006471407],"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":[0.0002590475,0.00005990804,0.001796299,0.00002569254,0.00001604412,0.000003129554,0.001836383,9.286486e-8,0.9831456,0.000445617,0.000003910529,0.0124083],"study_design_scores_gemma":[0.0002576019,0.0002167045,0.04464584,0.0001189209,0.00003680193,0.0001256489,0.00003191063,0.00002385632,0.9543915,0.000009444283,0.00005025548,0.00009150647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912667,0.003364384,0.002573756,0.00003382621,0.0001217278,0.00006270591,0.00001301849,0.00001378274,0.002550058],"genre_scores_gemma":[0.9991075,0.0001075869,0.0004779999,0.00002480732,0.00006708215,0.000001382147,0.000003552338,0.00001493694,0.0001951787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04284954,"threshold_uncertainty_score":0.3002953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752208126225353,"score_gpt":0.2261341573395546,"score_spread":0.1886120760773011,"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."}}