{"id":"W4408500248","doi":"10.1111/jerd.13457","title":"Effect of Three Heating Guns on the Temperature of Two Bulk‐Fill Resin‐Based Composites","year":2025,"lang":"en","type":"article","venue":"Journal of Esthetic and Restorative Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Mitacs; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Composite material; Materials science; Phasor; Temperature measurement; Analytical Chemistry (journal); Chemistry; Chromatography; Thermodynamics; Physics","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":[0.0006880102,0.0001759882,0.000467091,0.0001400671,0.0001964189,0.00008337687,0.0002383432,0.0001063145,0.00004805887],"category_scores_gemma":[0.0001942441,0.00009876145,0.0001776943,0.0002241872,0.000290159,0.00008552589,0.00004854167,0.0003094755,0.000003971919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003460261,"about_ca_system_score_gemma":0.00008805974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003497981,"about_ca_topic_score_gemma":0.00004518006,"domain_scores_codex":[0.9983509,0.000414627,0.0006354933,0.0001308754,0.0003448432,0.0001232308],"domain_scores_gemma":[0.9981357,0.0006204781,0.0006953982,0.0002342776,0.0002628564,0.00005122117],"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":[0.002304315,0.0006385748,0.07008371,0.0008916472,0.0005126556,0.000584744,0.0003096469,0.001472843,0.9000193,0.01496373,0.007128798,0.00109006],"study_design_scores_gemma":[0.004771448,0.003154256,0.1034923,0.004104413,0.0004560796,0.0007832219,0.0004190796,0.0003592989,0.8797706,0.001718059,0.0006691856,0.0003020876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967054,0.001016228,0.0002051681,0.0003370431,0.0009145186,0.0001951663,0.00004045216,0.000005406217,0.0005805911],"genre_scores_gemma":[0.9993129,0.00002141617,0.0002057387,0.00005434132,0.00007434162,0.000003606682,0.000004768633,0.0000107322,0.0003121352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03340857,"threshold_uncertainty_score":0.4027375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193059838799453,"score_gpt":0.3059193873266879,"score_spread":0.2939887889386933,"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."}}