{"id":"W4408353124","doi":"10.1016/j.dental.2025.01.119","title":"Long-term photocatalytic potential of ZnO-containing dental resins","year":2025,"lang":"en","type":"article","venue":"Dental Materials","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Photocatalysis; Term (time); Organic chemistry; Catalysis","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":[0.000140766,0.0002238297,0.0004324387,0.0001689043,0.00006450721,0.0001191698,0.0001818485,0.0001202099,0.0002853572],"category_scores_gemma":[0.0000162127,0.0002305119,0.00008402737,0.0001230888,0.00007313053,0.0001121271,0.0000845388,0.00004631539,0.00008103576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007774523,"about_ca_system_score_gemma":0.00001654971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009178622,"about_ca_topic_score_gemma":0.00003439472,"domain_scores_codex":[0.99874,0.00004282717,0.000540728,0.0002083894,0.0001553536,0.0003127169],"domain_scores_gemma":[0.9995694,0.00002126496,0.00007333275,0.0002553934,0.00002728183,0.00005334703],"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":[0.000105553,0.00002825429,0.002449166,0.0002451523,0.00007429242,0.00008372181,0.00006555373,0.0001944574,0.9964191,0.00009235313,0.0001111773,0.0001312361],"study_design_scores_gemma":[0.0006004022,0.00004006807,0.05793203,0.0002034063,0.00005870301,0.00005961164,0.00008759366,0.0001097621,0.9406642,0.00003983885,0.00001772162,0.0001866344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950816,0.00009438772,0.0001072059,0.000006265019,0.003419199,0.0002902124,0.00008950621,0.0001989491,0.0007126837],"genre_scores_gemma":[0.9993851,0.00002531279,0.0001301302,0.00002557824,0.0001203008,0.0000081729,0.00008503994,0.00004065212,0.0001796929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05575485,"threshold_uncertainty_score":0.9400004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006557869611821187,"score_gpt":0.2205227405333172,"score_spread":0.213964870921496,"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."}}