{"id":"W1772709247","doi":"10.3233/bme-2008-0552","title":"Tailor-made biopolymers porous scaffold fabrication for tissue engineering: Application of radiant energy in the form of microwave under vacuum","year":2008,"lang":"en","type":"article","venue":"Bio-Medical Materials and Engineering","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fabrication; Radiant energy; Porosity; Materials science; Scaffold; Nanotechnology; Tissue engineering; Microwave; Mechanical engineering; Biomedical engineering; Composite material; Engineering; Optics; Radiation; Physics","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":[0.000234016,0.000285235,0.0002579946,0.0003135958,0.000167409,0.0002938563,0.0002260004,0.0003023605,0.0005766975],"category_scores_gemma":[0.000166166,0.0001649401,0.0002780474,0.0002139587,0.000295868,0.0004008395,0.0001978125,0.0003078246,0.000220151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527699,"about_ca_system_score_gemma":0.0001323762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001365343,"about_ca_topic_score_gemma":0.0003322563,"domain_scores_codex":[0.9998605,0.00001708753,0.00001402101,0.00003347493,0.00005619319,0.0000187205],"domain_scores_gemma":[0.9998883,0.0000342429,0.00004167227,0.00001232588,0.00001327568,0.00001019463],"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":[0.00001101001,0.000007425265,0.00004043314,0.00007098937,0.000003114276,0.00003777289,0.0000155352,0.00007295066,0.9964407,0.0002236021,0.00002202523,0.003054398],"study_design_scores_gemma":[0.000003212288,0.0000711399,0.0003263158,0.000004535616,0.00000619411,0.0002021281,0.00001073008,0.0003236184,0.9961577,0.00004794855,0.002841267,0.000005251642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7777268,0.0196491,0.193485,0.0002696709,0.0001693826,0.0001327823,0.0001762564,0.0006121082,0.007778855],"genre_scores_gemma":[0.9151926,0.008338797,0.07199594,0.00007591315,0.00004823258,0.00008096587,0.0001491728,0.00005787033,0.004060534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005766975,"threshold_uncertainty_score":0.001929283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007227972119075002,"score_gpt":0.2125782786930171,"score_spread":0.2053503065739421,"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."}}