{"id":"W3107292847","doi":"10.1016/j.msec.2020.111755","title":"A comparison of the degradation behaviour of 3D printed PDLGA scaffolds incorporating bioglass or biosilica","year":2020,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Communications, Energy and Natural Resources, Ireland; Queen's University; Queen's University Belfast","keywords":"Materials science; Diatom; Dissolution; Degradation (telecommunications); Putty; Chemical engineering; Composite material; Biomedical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000357774,0.0001697622,0.000356005,0.0001018517,0.00005854521,0.00006316142,0.000328584,0.00006148912,0.00003222633],"category_scores_gemma":[0.000189272,0.0001277643,0.00001981338,0.0006745976,0.0001929899,0.0001928474,0.0001348564,0.00004676437,0.000002411594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004576376,"about_ca_system_score_gemma":0.00004743564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002530083,"about_ca_topic_score_gemma":0.000001307695,"domain_scores_codex":[0.998809,0.00001260921,0.0004791897,0.0001823874,0.0002984474,0.0002183308],"domain_scores_gemma":[0.9994953,0.00002676459,0.0001049099,0.0002136991,0.0000766301,0.00008265477],"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":[0.000007259006,0.000008230538,0.0008161601,0.000323731,0.00000665192,4.570962e-7,0.0003072493,0.01934697,0.9788544,0.00013521,0.00004022017,0.0001534824],"study_design_scores_gemma":[0.0001242599,0.00005749614,0.008585467,0.0001148222,0.00001558642,0.000003559796,0.00004453289,0.04609847,0.9447611,0.000002136129,0.0000530224,0.0001395487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975324,0.0000559148,0.001349816,0.00005595577,0.0005658143,0.0001968715,0.0000281884,0.0001861569,0.00002887658],"genre_scores_gemma":[0.9955593,0.000005125432,0.004338274,0.000006394613,0.00004470123,0.00001107261,0.000002298402,0.00002694529,0.000005825391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03409328,"threshold_uncertainty_score":0.5210076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386008227677218,"score_gpt":0.245700037693686,"score_spread":0.2218399554169138,"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."}}