{"id":"W4407223323","doi":"10.3390/ma18030702","title":"Effect of Gamma Radiation on the Wear Potential of Hybrid Ceramic to Tooth Enamel","year":2025,"lang":"en","type":"article","venue":"Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Enamel paint; Ceramic; Irradiation; Tooth enamel; Tooth wear; Composite material; Wear resistance; Surface roughness; Microstructure; Dentistry; Flexural strength; Medicine","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":[0.0002628406,0.0002274026,0.0003016936,0.0002407904,0.0001559855,0.0002384503,0.0001449453,0.0002556801,0.001477161],"category_scores_gemma":[0.0004813335,0.0001562742,0.0003753534,0.000133176,0.0002114412,0.0001308217,0.000268116,0.0002206099,0.000129251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096244,"about_ca_system_score_gemma":0.0001090147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004821284,"about_ca_topic_score_gemma":0.0006037724,"domain_scores_codex":[0.9997914,0.00004789974,0.00001586205,0.0000501539,0.00006135779,0.00003328205],"domain_scores_gemma":[0.9997144,0.0001064251,0.00005193864,0.00004235507,0.00006428506,0.00002056511],"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":[0.0007429344,0.00004061912,0.002596931,0.0001481072,0.00004750456,0.00009669668,0.0001657203,0.0002212316,0.9906658,0.00002594207,0.00002008577,0.005228495],"study_design_scores_gemma":[0.00002929636,0.0046775,0.08072486,0.00002550962,0.0001765656,0.000618977,0.0004626992,0.0008095529,0.9101155,0.0000730374,0.002266478,0.00001999664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984342,0.0008207555,0.0004315829,0.00000544254,0.000007459388,0.00000927107,0.00002724012,0.000007383418,0.0002566144],"genre_scores_gemma":[0.9987283,0.0002644125,0.000424874,0.00001200381,0.000002873068,0.000007524785,0.00003449097,0.000005782011,0.0005197475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001477161,"threshold_uncertainty_score":0.004941583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004636385049808661,"score_gpt":0.2579268309647973,"score_spread":0.2532904459149887,"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."}}