{"id":"W4220881085","doi":"10.1016/j.prosdent.2022.01.032","title":"Effect of surface treatment and surface region on the color stainability of a cemented high-translucency monolithic zirconia ceramic after coffee thermocycling","year":2022,"lang":"en","type":"article","venue":"Journal of Prosthetic Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cubic zirconia; Materials science; Ceramic; Composite material; Polishing; Glazing; Surface (topology); Glaze; Geometry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001040581,0.0002002845,0.0004777549,0.00005107117,0.0001870329,0.00005397202,0.0002250814,0.00006922732,0.0002325317],"category_scores_gemma":[0.00004597222,0.000127369,0.0001952924,0.000142557,0.0001883768,0.00008458275,0.00006593859,0.0002420395,0.000003396771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329404,"about_ca_system_score_gemma":0.00009212476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238129,"about_ca_topic_score_gemma":0.00001381548,"domain_scores_codex":[0.9975131,0.0008940464,0.0007581462,0.0001926386,0.0004503746,0.0001917292],"domain_scores_gemma":[0.9983843,0.0002910527,0.0008113672,0.0003221169,0.0001288836,0.00006228037],"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":[0.01275076,0.003133709,0.10695,0.001437873,0.0008965816,0.00177535,0.002518516,0.004515516,0.8624611,0.0008043551,0.0001910251,0.002565128],"study_design_scores_gemma":[0.01107166,0.01781123,0.2217776,0.0007263422,0.001066421,0.004619243,0.002495632,0.0003971741,0.7372451,0.001664791,0.0005116667,0.0006130898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973506,0.0006821541,0.0000548619,0.0002072409,0.0008820228,0.0006836898,0.0001071054,0.000008054539,0.00002428463],"genre_scores_gemma":[0.9993942,0.00006511877,0.00003827883,0.00001284644,0.00002228301,0.00002136926,0.000003862969,0.00002201128,0.0004199659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125216,"threshold_uncertainty_score":0.5193956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153114525735292,"score_gpt":0.2649017967280429,"score_spread":0.2533706514706899,"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."}}