{"id":"W2010862322","doi":"10.1002/app.35477","title":"Effectiveness of silane monomer on chitosan films and PCL‐based tri‐layer films","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Silane; Chitosan; Materials science; Ultimate tensile strength; Scanning electron microscope; Compression molding; Composite material; Polycaprolactone; Casting; Layer (electronics); Polymer; Polymer chemistry; Chemical engineering; Mold","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014149,0.0004666432,0.0001549642,0.0002990339,0.00009749499,0.0001781761,0.0002094519,0.0002250281,0.0009814135],"category_scores_gemma":[0.0001868493,0.0002032594,0.0002373258,0.0001989654,0.000110384,0.0002191324,0.0001388907,0.0003575262,0.0002244857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400317,"about_ca_system_score_gemma":0.0001492708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009041546,"about_ca_topic_score_gemma":0.00157629,"domain_scores_codex":[0.9998765,0.00001124253,0.000009930924,0.00002106559,0.00004884855,0.00003239044],"domain_scores_gemma":[0.9997666,0.00004223591,0.00009116791,0.00001286755,0.0000474853,0.00003967424],"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":[0.00001352994,0.000004004829,0.00001788927,0.00002245536,0.000002188352,0.00001544295,0.000004234887,0.00001317422,0.9996438,0.000004894775,0.000004904475,0.0002534844],"study_design_scores_gemma":[0.000002642676,0.00005215214,0.0005035415,0.000003290131,0.000006693655,0.0000280866,0.000004706081,0.0001803419,0.9990593,0.000001749376,0.0001559362,0.000001653147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945309,0.00158315,0.002172398,0.00004348584,0.0000229797,0.0000294243,0.0001110042,0.00009861091,0.001408118],"genre_scores_gemma":[0.9937519,0.001118205,0.003386349,0.00004562244,0.000009359213,0.00002340467,0.0001478707,0.00002720865,0.001489943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009814135,"threshold_uncertainty_score":0.003283203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832475360816515,"score_gpt":0.2434280426983509,"score_spread":0.2251032890901858,"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."}}