{"id":"W2164966041","doi":"10.1016/j.carbpol.2013.03.064","title":"Effect of clay concentration on morphology and properties of hydroxypropylmethylcellulose films","year":2013,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nanocomposite; Materials science; Montmorillonite; Ultimate tensile strength; Exfoliation joint; Absorption of water; Thermal stability; Composite material; Intercalation (chemistry); Permeability (electromagnetism); Oxygen permeability; Chemical engineering; Graphene; Chemistry; Nanotechnology; Membrane; Organic 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":[0.0002158765,0.0001833705,0.0003667362,0.00006904145,0.00005461093,0.00002672798,0.0001543981,0.00008968835,0.0003480518],"category_scores_gemma":[0.00003270548,0.0001222977,0.00005821251,0.0001108119,0.0004817564,0.0001381277,0.00005375011,0.00006852466,0.00004035057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001061398,"about_ca_system_score_gemma":0.00002993001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009696559,"about_ca_topic_score_gemma":7.372616e-7,"domain_scores_codex":[0.9987221,0.0002702571,0.0003344463,0.0002460752,0.0001653936,0.0002617694],"domain_scores_gemma":[0.9993621,0.00008903394,0.0001870871,0.0002363806,0.00004162452,0.00008380388],"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":[0.0001703461,0.00002633908,0.0003333993,0.0001360006,0.00001512445,0.00000124713,0.0003840934,0.00002626943,0.9965498,0.00006826964,0.0000348729,0.002254282],"study_design_scores_gemma":[0.0004581057,0.001075415,0.00009977151,0.00007717927,0.00003479708,0.000003048271,0.0000372205,0.0008543899,0.9972048,0.0000114986,0.00001128772,0.0001324359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942279,0.003781408,0.000003128672,0.0001002475,0.0002512916,0.0004355634,0.00001254189,0.00002905993,0.001158873],"genre_scores_gemma":[0.9995695,0.00005332143,0.00003409865,0.00007972983,0.00002204734,0.00005154376,0.000003647972,0.00001698867,0.0001691568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00534158,"threshold_uncertainty_score":0.4987155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009888013732296298,"score_gpt":0.21621328051176,"score_spread":0.2063252667794637,"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."}}