{"id":"W4328003554","doi":"10.1007/978-981-16-4921-9_74-1","title":"Green Biocompatible Nano-hydroxyapatite from Various Biowastes to Dental Biomaterials","year":2022,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Green Materials","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Biocompatible material; Nano-; Materials science; Dentistry; Nanotechnology; Biomedical engineering; Medicine; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004383773,0.001286009,0.002301639,0.0007735856,0.0001071739,0.0001328324,0.001129936,0.0006119115,0.03320303],"category_scores_gemma":[0.0000284337,0.001443662,0.0002349922,0.0001480895,0.00009979407,0.0002628218,0.0007252272,0.0001648824,0.001539302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002844954,"about_ca_system_score_gemma":0.00006991674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561105,"about_ca_topic_score_gemma":0.000198281,"domain_scores_codex":[0.9954584,0.00009364689,0.002015516,0.0008813617,0.0007997719,0.0007513008],"domain_scores_gemma":[0.9976767,0.0001474758,0.0005147628,0.001260518,0.00007499933,0.0003255912],"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":[0.00008453286,0.00003415202,0.00002426238,0.0009352429,0.0006139705,0.0001048899,0.0007360802,0.0006544826,0.9892537,0.001345837,0.004619385,0.001593469],"study_design_scores_gemma":[0.0007805732,0.0003443594,0.0002410966,0.0008078519,0.0004378017,0.0000281876,0.0000190282,0.00002154526,0.5004795,0.002880496,0.4914739,0.002485715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7832753,0.002427066,0.000168701,0.000100153,0.02115347,0.003782593,0.03327836,0.002543612,0.1532707],"genre_scores_gemma":[0.4186402,0.006761065,0.02320202,0.0003237953,0.01364206,0.001907363,0.01518591,0.0056995,0.5146381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4887742,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008548883138474591,"score_gpt":0.1978880667719564,"score_spread":0.1893391836334818,"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."}}