{"id":"W1990279542","doi":"10.6000/1929-5995.2014.03.02.3","title":"Fabrication and Thermo-Mechanical Characterization of HEMA Treated UV Photo-Cured Biodegradable Chitosan Film","year":2014,"lang":"en","type":"article","venue":"Journal of Research Updates in Polymer Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitosan; Materials science; Fourier transform infrared spectroscopy; Thermogravimetric analysis; Photoinitiator; Ultimate tensile strength; Polymer; Polymer chemistry; Thermal stability; Methacrylate; Nuclear chemistry; Chemical engineering; Composite material; Monomer; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001141972,0.0003002062,0.0001562688,0.0003133134,0.0001303777,0.0001659797,0.0001968206,0.0002548237,0.001200967],"category_scores_gemma":[0.0001694088,0.0001944029,0.0002625345,0.0003149874,0.0001173676,0.0001919632,0.0000952838,0.0003962111,0.0002096627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511944,"about_ca_system_score_gemma":0.0001513476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956004,"about_ca_topic_score_gemma":0.003235233,"domain_scores_codex":[0.9999208,0.000003969306,0.000008194162,0.00001802651,0.00003455047,0.00001432571],"domain_scores_gemma":[0.9998519,0.00001954364,0.00006032837,0.00001102265,0.00003958775,0.00001753433],"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":[0.000008410272,0.000005261182,0.00004077002,0.00002349349,0.00000108274,0.00003662731,0.000005928505,0.00002749096,0.9994028,0.000007703405,0.000008126684,0.0004323573],"study_design_scores_gemma":[0.000003189315,0.0001216147,0.003567302,0.000005148243,0.00000901659,0.000113191,0.00001311791,0.0003054822,0.9952546,0.000007167479,0.0005940414,0.000006067201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883277,0.001487703,0.007135142,0.00008696526,0.00002846592,0.00008486553,0.000625667,0.0001128232,0.00211074],"genre_scores_gemma":[0.9776413,0.001678373,0.01432719,0.00006455283,0.00001093044,0.00009891048,0.0005783092,0.0000366656,0.005563858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001956004,"threshold_uncertainty_score":0.004017651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206966059829131,"score_gpt":0.3127083804204047,"score_spread":0.2920117744374915,"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."}}