{"id":"W4403042769","doi":"10.3390/ma17194843","title":"Opalescence and Fluorescence of 46 Resin-Based Composites Exposed to Ultraviolet Light","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Opalescence; Enamel paint; Dentin; Fluorescence; Materials science; Ultraviolet; Composite material; Ultraviolet light; Optics; Optoelectronics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001950749,0.0001300315,0.0002348432,0.00009054541,0.00005932416,0.0003344998,0.0001427468,0.0000651464,0.0004113443],"category_scores_gemma":[0.00003749342,0.0001074339,0.00002798972,0.0001206858,0.00005891613,0.00008745106,0.00005125062,0.00002905892,0.0003081459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870154,"about_ca_system_score_gemma":0.00002731059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007266584,"about_ca_topic_score_gemma":0.00001569864,"domain_scores_codex":[0.9990049,0.00008258153,0.0003436705,0.0002489669,0.00016538,0.0001544926],"domain_scores_gemma":[0.9995679,0.00004994801,0.00005263399,0.0002157238,0.00003884705,0.00007497259],"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":[0.00006919627,0.00003372717,0.0004390404,0.0003048955,0.000006945875,0.00006746952,0.0001089605,0.000004251423,0.9967039,0.000745933,0.001384854,0.0001307863],"study_design_scores_gemma":[0.0001478237,0.00006692463,0.01876142,0.0004950071,0.00001570187,0.00002160778,0.00002586563,0.00001236901,0.9789588,0.00007509005,0.001291743,0.0001276297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968453,0.0001895988,0.0001137769,0.0002322761,0.001737322,0.0002568302,0.0003521544,0.00009179376,0.0001809155],"genre_scores_gemma":[0.9984047,0.00001104265,0.001061154,0.00006558574,0.0001376705,0.00002140414,0.00004077603,0.00002048243,0.0002371707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832238,"threshold_uncertainty_score":0.4503931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330109233092372,"score_gpt":0.2636262644856057,"score_spread":0.250325172154682,"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."}}