{"id":"W2123734241","doi":"10.1098/rsif.2008.0278","title":"Incorporation of vitamin E in poly(3hydroxybutyrate)/Bioglass composite films: effect on surface properties and cell attachment","year":2008,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Engineering and Physical Sciences Research Council; Imperial College London","keywords":"Composite number; Materials science; Chemical engineering; Composite material; 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":[0.0007389933,0.000174951,0.0003667532,0.00002201323,0.0001555767,0.00004017916,0.0003197795,0.00009031433,0.00003072789],"category_scores_gemma":[0.00002125611,0.00009367059,0.0001812443,0.00008513626,0.0002294868,0.0001311687,0.0001206855,0.0002364856,0.00000730733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009023134,"about_ca_system_score_gemma":0.00005943201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002703826,"about_ca_topic_score_gemma":0.000007643477,"domain_scores_codex":[0.998522,0.0002981928,0.0005030015,0.0001418236,0.0003540347,0.0001808918],"domain_scores_gemma":[0.9990997,0.0001000173,0.0005095318,0.0001722225,0.00006816314,0.00005033676],"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":[0.0004015452,0.0001558988,0.00974828,0.0001183304,0.00002781698,0.000002062577,0.003426621,0.005061297,0.9794537,0.000001609731,0.001296083,0.0003067066],"study_design_scores_gemma":[0.0004938356,0.0007080246,0.001788092,0.000328421,0.00002436999,0.00001645206,0.0003498845,0.006133365,0.9899744,0.000003559704,0.00006879117,0.0001107972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912434,0.007321056,0.0002419763,0.0006185117,0.0003209455,0.0001315229,0.000009615091,0.000006666654,0.0001063309],"genre_scores_gemma":[0.998456,0.0001146816,0.0006788256,0.00007889483,0.00002985192,0.000001689114,1.658761e-7,0.00001180041,0.0006280747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052066,"threshold_uncertainty_score":0.3819776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891927569486398,"score_gpt":0.218752352019695,"score_spread":0.199833076324831,"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."}}