{"id":"W2495587974","doi":"10.1016/j.msec.2016.07.033","title":"Light output from six battery operated dental curing lights","year":2016,"lang":"en","type":"article","venue":"Materials Science and Engineering C","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Universidade de São Paulo","keywords":"Materials science; Irradiance; Homogeneous; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003739852,0.0001371773,0.0001501355,0.0001380993,0.0001563472,0.0005270513,0.0003570097,0.00004604134,0.0004771309],"category_scores_gemma":[0.000337326,0.00009171428,0.00001840479,0.0001961254,0.00008320198,0.0006200447,0.0002596167,0.00004179734,0.0007580936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069689,"about_ca_system_score_gemma":0.00006452313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707744,"about_ca_topic_score_gemma":0.00001460691,"domain_scores_codex":[0.9985175,0.00001438558,0.0001775566,0.0003595124,0.0004855748,0.000445539],"domain_scores_gemma":[0.9993836,0.00006247651,0.00002371171,0.0002176339,0.00004935465,0.0002632319],"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":[0.00001592908,0.000009993946,0.0007580851,0.00001637561,0.000005568659,0.00008946623,0.00004366679,0.000006008748,0.9979519,0.0001711157,0.0005748451,0.0003570289],"study_design_scores_gemma":[0.0004586548,0.00002796554,0.02137191,0.0001126916,0.00000429136,0.00003797268,0.0000239644,0.00009082725,0.9744742,0.00008820591,0.003111721,0.0001976112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976307,0.00007603668,0.000425964,0.0001563553,0.001308677,0.00008331802,0.00004458258,0.0001085909,0.0001658079],"genre_scores_gemma":[0.9990153,0.00001934706,0.0000911768,0.00008363608,0.0001704713,0.00001294598,0.000002845802,0.00001467504,0.0005896525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347773,"threshold_uncertainty_score":0.9744013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380025162735483,"score_gpt":0.2552560712329824,"score_spread":0.2414558196056276,"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."}}