{"id":"W4388001074","doi":"10.1016/j.matchemphys.2023.128556","title":"Effect of Na2CO3/Al2O3 ratio on the calcium fluoroaluminosilicate-based bioactive glass-ceramics derived from waste materials","year":2023,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universiti Putra Malaysia; Society for Experimental Mechanics; Canadian Fertility and Andrology Society","keywords":"Fluorapatite; Materials science; Anorthite; Scanning electron microscope; Bioactive glass; Ceramic; Composite material; Apatite; Compressive strength; Glass-ceramic; Mineralogy; Sintering; Fabrication; Chemical engineering; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003346921,0.0003868768,0.0005750524,0.00001282779,0.0000728676,0.0001235495,0.0002158568,0.0001750619,0.0002236578],"category_scores_gemma":[0.00005234405,0.0003099976,0.00005408037,0.0001485299,0.0001057968,0.00007395289,0.00006496214,0.00009404622,0.00006137542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003952739,"about_ca_system_score_gemma":0.00001418021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003736661,"about_ca_topic_score_gemma":1.592594e-7,"domain_scores_codex":[0.9987324,0.0001088005,0.0003826029,0.000281914,0.0001800351,0.000314246],"domain_scores_gemma":[0.9989053,0.0004275679,0.0001096972,0.0004640267,0.00002921551,0.00006417337],"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":[0.0001212664,0.00001499275,0.000006190898,0.0007478159,0.00008744697,0.000003439725,0.0001183656,0.004744358,0.9936841,0.00003727233,0.0001493096,0.0002854186],"study_design_scores_gemma":[0.000467501,0.00005555544,0.0001293649,0.0001344834,0.00005844679,6.964568e-7,0.00001730082,0.002885337,0.9958451,0.00007577102,0.00004247724,0.0002879222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996935,0.00002227299,0.0004205291,0.00004769704,0.0006090373,0.0003325283,0.001182665,0.0003846427,0.0000656862],"genre_scores_gemma":[0.9986515,0.00001921758,0.00005604694,0.0000134038,0.0005283111,0.00013258,0.0004847536,0.00008579977,0.00002837904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002161021,"threshold_uncertainty_score":0.9999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009976791071696573,"score_gpt":0.2150496588965646,"score_spread":0.205072867824868,"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."}}