{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622738,0.0002408926,0.0001507036,0.0002710321,0.0001644871,0.000242086,0.0001838692,0.0002243203,0.0007120014],"category_scores_gemma":[0.0004530798,0.0001273268,0.0001224266,0.0002452436,0.0002049573,0.0002314287,0.0001733199,0.0002843561,0.0002753781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055056,"about_ca_system_score_gemma":0.0002546286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548611,"about_ca_topic_score_gemma":0.0006151133,"domain_scores_codex":[0.9998312,0.00002185626,0.00001763723,0.00003255847,0.00006618066,0.00003053133],"domain_scores_gemma":[0.9997581,0.00004732097,0.00005953743,0.00002617528,0.00007116576,0.00003775686],"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":[0.00004404845,0.00001031904,0.00008048928,0.00001693514,0.000001235051,0.0000203907,0.00001079699,0.00008036049,0.998376,0.00004703198,0.000006740293,0.001305679],"study_design_scores_gemma":[0.000005920846,0.0001046978,0.0006077082,0.000001311417,0.000003782279,0.0000529775,0.000005916753,0.0003942105,0.9978745,0.00001628041,0.0009293963,0.000003279066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855577,0.000792204,0.01224077,0.00003985603,0.0000231151,0.00004685219,0.00009229585,0.00004793911,0.00115925],"genre_scores_gemma":[0.9923773,0.0003707148,0.00500736,0.00001440775,0.000007269784,0.00002210722,0.0001700182,0.00002820205,0.002002578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007120014,"threshold_uncertainty_score":0.002381921,"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."}}