{"id":"W2804783384","doi":"","title":"Effect of instruction, light curing unit, and location in the mouth on the energy delivered to simulated restorations.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Radiant energy; Light guide; Light energy; Curing (chemistry); Dentistry; Materials science; Computer science; Orthodontics; Medicine; Light source; Optics; Physics; Composite material; Radiation","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":[0.000682983,0.00006259469,0.00007135041,0.00007484271,0.0002510109,0.0001458132,0.0003031785,0.00003469691,0.000005143934],"category_scores_gemma":[0.002574544,0.00003663643,0.00001583374,0.0001868384,0.00004965709,0.0001197866,0.00007182269,0.00008960122,0.000009227546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004402434,"about_ca_system_score_gemma":0.00001953286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333428,"about_ca_topic_score_gemma":0.001025004,"domain_scores_codex":[0.999121,0.0002474169,0.0001151688,0.0001204976,0.000248376,0.000147539],"domain_scores_gemma":[0.9990464,0.0003466202,0.00006764285,0.0004155722,0.00006541279,0.00005832863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003328417,0.0002290934,0.08352716,0.0002289979,0.0001326769,0.00009253208,0.001784966,0.00336596,0.001188922,0.03080153,0.007040027,0.8682797],"study_design_scores_gemma":[0.001306825,0.00009578935,0.9838968,0.00002654247,0.00001237874,0.000007201009,0.0001436198,0.0005085349,0.01063096,0.0007297872,0.002558602,0.00008296585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972284,0.00004476435,0.00002623961,0.0007831213,0.00009740027,0.0004289827,0.00000435525,0.000009025404,0.001377665],"genre_scores_gemma":[0.9991966,0.000006885118,8.527601e-7,0.0001142902,0.00003060412,0.0002283651,0.000004423795,0.0000053997,0.0004125022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9003696,"threshold_uncertainty_score":0.3082155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104144745940535,"score_gpt":0.3033287109017608,"score_spread":0.2722872634423554,"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."}}