{"id":"W2033717425","doi":"10.1021/jf904088y","title":"Improving the Compatibility of Zein/Poly(vinyl alcohol) Blends by Gamma Irradiation and Graft Copolymerization of Acrylic Acid","year":2010,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Differential scanning calorimetry; Vinyl alcohol; Materials science; Copolymer; Fourier transform infrared spectroscopy; Acrylic acid; Monomer; Scanning electron microscope; Polymer chemistry; Polymer; Chemical engineering; Composite material; Nuclear chemistry; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002433891,0.000109105,0.0002289663,0.000009413965,0.0000990092,0.00004404017,0.0001454222,0.00008322,0.00004320306],"category_scores_gemma":[0.00005143665,0.00005082367,0.00005418912,0.00006370362,0.000197804,0.0002295235,0.00004062157,0.0001444657,1.21702e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006022001,"about_ca_system_score_gemma":0.00002515672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006056721,"about_ca_topic_score_gemma":0.000008275834,"domain_scores_codex":[0.9991646,0.00002830054,0.0004007405,0.0001066679,0.0001916427,0.0001080247],"domain_scores_gemma":[0.999073,0.00004694966,0.0005958245,0.00009520592,0.0001259202,0.00006314594],"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":[0.00002659216,0.0000304793,0.0008934429,0.0001088076,0.00001683522,5.884261e-8,0.0003358348,1.532713e-7,0.9909207,0.000008289696,0.00005530761,0.007603486],"study_design_scores_gemma":[0.000205215,0.0001118768,0.01502668,0.00003036977,0.0000452748,0.00005457014,0.0006346969,0.00001535093,0.9837444,0.00001948305,0.00003630565,0.00007581251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890991,0.01024467,0.00001356811,0.0004050547,0.0001048413,0.0000350983,0.00004262891,0.00000414941,0.00005082989],"genre_scores_gemma":[0.9995819,0.0001111262,0.0001551419,0.00001096518,0.000100354,0.000001134287,0.000004254699,0.000003147807,0.00003196421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413323,"threshold_uncertainty_score":0.2072529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009350005010544922,"score_gpt":0.1931287215549863,"score_spread":0.1837787165444414,"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."}}