{"id":"W2321982639","doi":"10.1021/ma301193h","title":"Determination of Phase Behavior of Poly(ethylene oxide) and Chitosan Solution Blends Using Rheometry","year":2012,"lang":"en","type":"article","venue":"Macromolecules","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Lower critical solution temperature; Binodal; Spinodal decomposition; Rheometry; Upper critical solution temperature; Miscibility; Materials science; Thermodynamics; Rheology; Phase (matter); Spinodal; Phase diagram; Viscoelasticity; Polymer blend; Dynamic mechanical analysis; Polymer chemistry; Polymer; Chemistry; Copolymer; Organic chemistry; Composite material","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":[0.0002489315,0.0001281872,0.0002177485,0.0002077635,0.00007359784,0.00001863609,0.0001182429,0.00006482158,0.00003453639],"category_scores_gemma":[0.00002669683,0.0001311726,0.00004846227,0.0002005912,0.0001379016,0.0002829731,0.0001032375,0.00004995401,0.00000234923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001920915,"about_ca_system_score_gemma":0.00002105811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272736,"about_ca_topic_score_gemma":0.000002598142,"domain_scores_codex":[0.9989493,0.00006919305,0.0003213958,0.0001639675,0.0002196421,0.0002764454],"domain_scores_gemma":[0.999401,0.00003105228,0.0002591165,0.0001919809,0.00003708247,0.00007974577],"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":[0.00002397706,0.0001844501,0.005039247,0.00006599934,0.000003754811,0.000002312631,0.0003011531,6.107107e-7,0.9857054,0.0001217532,6.873281e-7,0.0085506],"study_design_scores_gemma":[0.0004955999,0.0001067358,0.004145974,0.000059042,0.00007939006,0.00005739678,0.00006784975,0.0002970519,0.9945375,0.0000220002,0.000004467261,0.000126982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895298,0.001015315,0.008932673,0.000007294511,0.00018835,0.0001448934,0.0000610095,0.00002566806,0.00009499917],"genre_scores_gemma":[0.9712707,0.000007222662,0.02864279,0.000006277662,0.00003345508,0.000005965979,0.00001131273,0.00001807091,0.000004167915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971012,"threshold_uncertainty_score":0.5349063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046083131905965,"score_gpt":0.2997975573489424,"score_spread":0.2793367260298828,"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."}}