{"id":"W3194957381","doi":"10.11159/icbes21.109","title":"Naturally occurring Polyhydroxyalkanoate (PHA)- based scaffolds used for in vitro tissue engineering applications","year":2021,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyhydroxyalkanoates; Tissue engineering; In vitro; Materials science; Chemistry; Biomedical engineering; Biochemistry; Engineering; Biology; Bacteria","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":[0.000264261,0.0004451541,0.0002615205,0.0003049765,0.0001869296,0.0005379948,0.0001575328,0.0003395515,0.000626367],"category_scores_gemma":[0.0002517082,0.0001557343,0.0002801688,0.0003710581,0.0002664492,0.0003595314,0.0003210045,0.0003827264,0.00040104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759173,"about_ca_system_score_gemma":0.0003160799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002393461,"about_ca_topic_score_gemma":0.00074988,"domain_scores_codex":[0.9998067,0.00004106032,0.00002151057,0.00003711989,0.00006418709,0.00002946917],"domain_scores_gemma":[0.9997532,0.00005931424,0.00008059838,0.0000286814,0.00004023704,0.00003803148],"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":[0.00003375521,0.00001794879,0.0001351336,0.00008511753,0.000002970086,0.0000372853,0.00000822925,0.00006578163,0.9969012,0.00003699638,0.000006861019,0.002668759],"study_design_scores_gemma":[0.000002893068,0.0002171675,0.0007888646,0.00001273207,0.00001079737,0.0001342328,0.00002667099,0.0001636141,0.9963663,0.00003101269,0.002242212,0.000003548046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379795,0.02404131,0.03301004,0.0001343598,0.0001465693,0.000222365,0.0005377978,0.0001051305,0.003822908],"genre_scores_gemma":[0.9644095,0.01083752,0.0220619,0.00006273328,0.00003411602,0.00007226846,0.0003557637,0.00003239065,0.002133723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000626367,"threshold_uncertainty_score":0.002095342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007777059773359291,"score_gpt":0.2063494347808226,"score_spread":0.1985723750074633,"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."}}