{"id":"W2075485603","doi":"10.1002/polb.20163","title":"Statistical thermodynamics evaluation of polymer–polymer miscibility","year":2004,"lang":"en","type":"article","venue":"Journal of Polymer Science Part B Polymer Physics","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Miscibility; Thermodynamics; Polymer; Solubility; Materials science; Hildebrand solubility parameter; Polymer chemistry; Scaling; Polymer blend; Polymer science; Chemistry; Physical chemistry; Physics; Copolymer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001836427,0.0004372201,0.0006795524,0.0003018522,0.0001922042,0.0001004081,0.0009741207,0.0001355838,0.0001414426],"category_scores_gemma":[0.00007506189,0.0003925014,0.0002999302,0.001210002,0.001172941,0.001218328,0.0001142297,0.0004800049,0.00001929637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326937,"about_ca_system_score_gemma":0.001419657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000082931,"about_ca_topic_score_gemma":0.00001223939,"domain_scores_codex":[0.9949787,0.0001376258,0.001197823,0.0004168131,0.002467251,0.0008017778],"domain_scores_gemma":[0.9975829,0.0001335969,0.0005523914,0.0007557511,0.0005058711,0.0004695261],"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":[0.00008862682,0.0005643173,0.0004529011,0.00005592453,0.0002288306,0.00001432787,0.00122728,0.005289084,0.9262577,0.03127713,0.00004376574,0.03450008],"study_design_scores_gemma":[0.001455365,0.0001818762,0.0003881205,0.00009818477,0.0002812665,0.00006518867,0.0001483053,0.05694142,0.9332827,0.006746862,0.000004527576,0.0004061825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632577,0.00926183,0.02198309,0.0001398995,0.001938216,0.0001906135,0.0001235141,0.00006290399,0.003042207],"genre_scores_gemma":[0.9991637,0.00005820048,0.00007274123,0.00006607076,0.0005119228,0.000006587555,0.00000912984,0.00006426101,0.00004739134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05165234,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194860285653883,"score_gpt":0.2835718323976709,"score_spread":0.2616232295411321,"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."}}