{"id":"W2008416496","doi":"10.1021/bm0600825","title":"Biodegradable Polylactide/Chitosan Blend Membranes","year":2006,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Membrane; Miscibility; Solvent; Chemical engineering; Swelling; Chitosan; Acetic acid; Polymer chemistry; Contact angle; Materials science; Polymer blend; Chemistry; Copolymer; Organic chemistry; Polymer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004040011,0.001008665,0.0004578583,0.0006879803,0.0002653745,0.0004231744,0.000396302,0.000613026,0.001125214],"category_scores_gemma":[0.0004143491,0.0002685338,0.0004241101,0.0004642445,0.0002031632,0.0006470531,0.0003290852,0.0006053725,0.0005522238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665299,"about_ca_system_score_gemma":0.0003467255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006581346,"about_ca_topic_score_gemma":0.001065011,"domain_scores_codex":[0.9995965,0.00004341044,0.0000569063,0.00006831864,0.0001712792,0.00006354778],"domain_scores_gemma":[0.9997585,0.00003753899,0.0000761805,0.00002064661,0.00006864008,0.00003845475],"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":[0.00002700789,0.00001017806,0.00001844307,0.00003881485,0.000003821703,0.00002275377,0.000003808961,0.00004403788,0.9988402,0.00004592944,0.00001086009,0.0009341977],"study_design_scores_gemma":[0.000007013831,0.00005990023,0.0001873482,0.00000221158,0.00001053628,0.00006417709,0.000003162943,0.0002455247,0.9985512,0.0000150335,0.0008505145,0.000003376125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387765,0.006060861,0.04927031,0.0002624921,0.000109975,0.0003725314,0.0005905905,0.0005611699,0.003995596],"genre_scores_gemma":[0.9332976,0.004203571,0.05267414,0.0001269058,0.0000447137,0.0003230007,0.0008325469,0.00008263354,0.008414871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125214,"threshold_uncertainty_score":0.004827082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244214059881703,"score_gpt":0.2106155157479459,"score_spread":0.1981733751491289,"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."}}