{"id":"W2914575087","doi":"10.1002/marc.201800853","title":"Crosslinkable‐Chitosan‐Enabled Moisture‐Resistant Multilayer Gas Barrier Thin Film","year":2019,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"Air Force Research Laboratory","keywords":"Chitosan; Materials science; Glycidyl methacrylate; Polyethylene terephthalate; Radical initiator; Chemical engineering; Acrylic acid; Bilayer; Relative humidity; Methacrylate; Polymer chemistry; Fourier transform infrared spectroscopy; Layer (electronics); Polyethylene; Polymer; Composite material; Membrane; Chemistry; Polymerization; Copolymer","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":[0.0000750749,0.000368427,0.0001233988,0.0001685306,0.0000886436,0.0001806377,0.0002258942,0.000292181,0.0009032179],"category_scores_gemma":[0.0001106744,0.0001777421,0.0002294153,0.0001397457,0.00008793571,0.000219469,0.0001327933,0.0003280872,0.0002410735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938322,"about_ca_system_score_gemma":0.0001285877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001532664,"about_ca_topic_score_gemma":0.002476696,"domain_scores_codex":[0.9999356,0.000004630842,0.000004528762,0.00001306808,0.00002354505,0.00001853477],"domain_scores_gemma":[0.9999113,0.00001139588,0.00003499279,0.000008680218,0.00001824307,0.00001530621],"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":[0.000007646106,0.000002102296,0.00001605962,0.00001117228,0.000001830601,0.00001296756,0.000001991741,0.00002140868,0.9996395,0.00001078919,0.00001344359,0.0002611051],"study_design_scores_gemma":[0.000002626187,0.00003727896,0.0006580441,0.000001733385,0.000005986596,0.00005130161,0.000003123103,0.0003516643,0.9983612,0.000003678189,0.0005204868,0.000002869591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881749,0.001299748,0.008023096,0.00009391769,0.00006344161,0.00003260227,0.0002356659,0.0002077853,0.001868832],"genre_scores_gemma":[0.9905733,0.0005999922,0.005938442,0.00004738547,0.000007995032,0.00001771155,0.0002075557,0.00002297789,0.002584581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001532664,"threshold_uncertainty_score":0.003047526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141086436754761,"score_gpt":0.2317653196601697,"score_spread":0.2203544552926221,"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."}}