{"id":"W2156796332","doi":"10.1002/9783527643981.bphot078","title":"Photothermal Radiometry and Modulated Luminescence: Applications for Dental Caries Detection","year":2012,"lang":"en","type":"other","venue":"","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photothermal therapy; Radiometry; Profilometer; Optics; Luminescence; Materials science; Dentistry; Remote sensing; Medicine; Optoelectronics; Geology; Nanotechnology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005816424,0.0002297446,0.0002285128,0.0004797484,0.0001108768,0.00008524788,0.0001204883,0.0002415134,0.001397789],"category_scores_gemma":[0.000005883796,0.0002245581,0.0001293119,0.0003295673,0.0001409662,0.0001131124,0.00003261909,0.00011395,0.00008648462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000027793,"about_ca_system_score_gemma":0.000007094415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004507397,"about_ca_topic_score_gemma":0.0003614827,"domain_scores_codex":[0.9991218,0.00001441542,0.0001637033,0.0003062271,0.0001355353,0.0002583594],"domain_scores_gemma":[0.9995138,0.0000251949,0.0001187523,0.0002288969,0.00001838769,0.00009496618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002211327,0.0007616206,0.09820577,0.002634981,0.002228765,0.00002551655,0.0002719051,0.000001167612,0.1099975,0.002147317,0.4232914,0.3602128],"study_design_scores_gemma":[0.001298905,0.00003460724,0.01424957,0.00008386786,0.000357936,0.0004304645,0.0002818653,0.0003953093,0.01346828,0.00008494389,0.9684967,0.0008174861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01184315,0.01781847,0.2015954,0.00001559616,0.003819813,0.005051054,0.001027106,0.001667995,0.7571614],"genre_scores_gemma":[0.4320358,0.00009149236,0.002046027,0.00006003889,0.0009627177,0.0004969189,0.0002027126,0.0004396793,0.5636646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5452053,"threshold_uncertainty_score":0.9995151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051042682475834,"score_gpt":0.2533253074756602,"score_spread":0.2452742647931843,"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."}}