{"id":"W3097101840","doi":"10.1111/j.1708-8240.2010.00347.x","title":"Morphologic Texture Characterization Allied to Cigarette Smoke Increase Pigmentation in Composite Resin Restorations","year":2010,"lang":"en","type":"article","venue":"Journal of Esthetic and Restorative Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Smoke; Staining; Tobacco smoke; Cigarette smoke; Composite number; Medicine; Resin composite; Dentistry; Chemistry; Pathology; Materials science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004763421,0.0002003777,0.0003320691,0.000319647,0.0002018808,0.000257498,0.0002061275,0.0002047175,0.0001360478],"category_scores_gemma":[0.0001528288,0.0001674843,0.00007210545,0.0003174825,0.0001247258,0.0004680427,0.00006252377,0.00049716,0.00003617619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007457119,"about_ca_system_score_gemma":0.00008477498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007165213,"about_ca_topic_score_gemma":0.0003857905,"domain_scores_codex":[0.9982388,0.0002235619,0.0007423883,0.0002308225,0.0003705752,0.0001938363],"domain_scores_gemma":[0.9986801,0.00005795018,0.0005790704,0.0002162955,0.000259632,0.0002069361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003494075,0.0002983235,0.05087406,0.00002456243,0.00003381138,0.001177196,0.0005728785,0.00005417021,0.9434817,0.001074135,0.001262541,0.0007971958],"study_design_scores_gemma":[0.001216073,0.0002402164,0.9848846,0.0001372536,0.00005208439,0.002226873,0.0004036131,0.00004616788,0.007027525,0.000349668,0.003172605,0.0002433604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955322,0.00007339151,0.001138276,0.0008409322,0.001919949,0.0002662238,0.00007135959,0.00001567562,0.0001420344],"genre_scores_gemma":[0.9979859,0.00004177046,0.0007901132,0.0002368333,0.0002693958,0.00001337678,0.0001012278,0.00002089802,0.000540478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9364542,"threshold_uncertainty_score":0.6829812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648739783464471,"score_gpt":0.2935150005690324,"score_spread":0.2770276027343877,"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."}}