{"id":"W2073238916","doi":"10.14219/jada.archive.2005.0260","title":"Intensity of quartz-tungsten-halogen light-curing units used in private practice in Toronto","year":2005,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Dental materials and restorations","field":"Dentistry","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Quartz; Tungsten; Curing (chemistry); Halogen; Halogen lamp; Materials science; Composite material; Optics; Metallurgy; Chemistry; Physics; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000195966,0.0001787837,0.0001920425,0.0007333974,0.0009948196,0.0005000927,0.0004676649,0.0004202348,0.005315179],"category_scores_gemma":[0.001858929,0.0002548278,0.0002102897,0.0008186132,0.0005984314,0.000197261,0.0005156138,0.000425792,0.0003494114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00466919,"about_ca_system_score_gemma":0.0025105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4762045,"about_ca_topic_score_gemma":0.7300228,"domain_scores_codex":[0.9993522,0.00009833829,0.00005706759,0.00007657958,0.0002304021,0.0001854747],"domain_scores_gemma":[0.9980813,0.000513427,0.0003485091,0.00003352047,0.000402531,0.0006207578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007946111,0.0001457647,0.9641172,0.0001841602,0.00003868898,0.001712012,0.009952975,0.0001807519,0.008838102,0.0001373214,0.001313957,0.01258444],"study_design_scores_gemma":[0.000003402286,0.0001279709,0.9944401,0.00001069616,0.00001463245,0.0002707495,0.004265659,0.00008423169,0.000430706,0.000006324038,0.0003402219,0.000005373543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975941,0.0001902697,0.00004545122,0.00009528116,0.000004625439,0.000005011409,0.0002401324,0.000006764611,0.001818498],"genre_scores_gemma":[0.9988583,0.0001211662,0.00004304081,0.00001620831,0.000003454726,0.000001585265,0.00006040427,0.000001574402,0.0008942638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4762045,"threshold_uncertainty_score":0.9468653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009501341991325966,"score_gpt":0.2792169589445273,"score_spread":0.2697156169532013,"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."}}