{"id":"W4408043606","doi":"10.1016/j.dental.2025.02.005","title":"Evaluation of a quadwave curing light compared to a dual-peak LED curing light","year":2025,"lang":"en","type":"article","venue":"Dental Materials","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Rural Business-Cooperative Service; Mitacs; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Materials science; Curing (chemistry); Light guide; Composite material; Optics; Light source","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007474276,0.0005560942,0.000214172,0.000500056,0.000145712,0.0004049937,0.0002475268,0.0004165177,0.003185612],"category_scores_gemma":[0.0006219812,0.0001745738,0.0003056804,0.0002376217,0.0002622753,0.0003671929,0.000294873,0.0003736618,0.0003177638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912873,"about_ca_system_score_gemma":0.0002876634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003772252,"about_ca_topic_score_gemma":0.0006785305,"domain_scores_codex":[0.9995622,0.00005990624,0.00002793979,0.0001030098,0.0002048097,0.00004213869],"domain_scores_gemma":[0.9990797,0.00027581,0.0001858668,0.00006034763,0.0002921266,0.0001060803],"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":[0.0006217159,0.00017013,0.0005317787,0.0002763279,0.000008784463,0.0000217663,0.00004716696,0.0002053383,0.9862498,0.0000896564,0.00007972661,0.01169777],"study_design_scores_gemma":[0.00003887767,0.003559005,0.009822905,0.0000424907,0.00007266804,0.000110284,0.00008085056,0.00206323,0.9821201,0.0000415981,0.002030492,0.00001753414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819945,0.001768256,0.01327939,0.00005469057,0.00009253169,0.0001709166,0.0001443818,0.0001951447,0.002300435],"genre_scores_gemma":[0.9584953,0.001380207,0.03530121,0.00009596146,0.00003181364,0.0001890485,0.0001609122,0.00008938537,0.004256285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185612,"threshold_uncertainty_score":0.01065689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896839092249211,"score_gpt":0.3165411120990493,"score_spread":0.2975727211765572,"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."}}