{"id":"W1993218857","doi":"10.1111/j.1708-8240.2010.00318.x","title":"Irradiance Uniformity and Distribution from Dental Light Curing Units","year":2010,"lang":"en","type":"article","venue":"Journal of Esthetic and Restorative Dentistry","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Irradiance; Optics; Materials science; Environmental science; Mathematics; Physics","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":[0.002115737,0.000374468,0.0003635629,0.0008975027,0.0003387375,0.0005041012,0.0004538221,0.0004420792,0.002074962],"category_scores_gemma":[0.003997575,0.0002834323,0.0004185786,0.0009131952,0.0005112041,0.0005346103,0.0006242117,0.0005637057,0.0003680994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164866,"about_ca_system_score_gemma":0.0004012125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012013,"about_ca_topic_score_gemma":0.001012624,"domain_scores_codex":[0.9974422,0.000511466,0.0002077341,0.0004404637,0.001286753,0.000111354],"domain_scores_gemma":[0.9963585,0.001625691,0.0005339445,0.000284854,0.001122036,0.00007501824],"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":[0.0005593649,0.00009800951,0.05954044,0.0005529522,0.00006457124,0.000113534,0.0006210496,0.001171334,0.8298612,0.0002351754,0.0002988339,0.1068835],"study_design_scores_gemma":[0.00002753035,0.001433238,0.2911494,0.00007291578,0.0001911672,0.0009926255,0.0004557108,0.002593647,0.6994225,0.0001984839,0.003419437,0.00004331437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681627,0.001862245,0.0262543,0.0000640271,0.00001926331,0.0001055044,0.0001540706,0.000189872,0.003188135],"genre_scores_gemma":[0.987794,0.0004501252,0.01079797,0.00005632135,0.00001184919,0.00005099597,0.0001520526,0.00006654757,0.0006201411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115737,"threshold_uncertainty_score":0.01118922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227467619276147,"score_gpt":0.2795628538598162,"score_spread":0.2672881776670547,"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."}}