{"id":"W2019417005","doi":"10.1088/1742-6596/214/1/012097","title":"Photothermal radiometric determination of thermal diffusivity depth profiles in a dental resin","year":2010,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Thermal diffusivity; Photopolymer; Photothermal therapy; Opacity; Optics; Polymerization; Thermal; Composite material; Polymer; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002257035,0.0003631042,0.0002367059,0.0004354664,0.0001163136,0.0002518239,0.0003018251,0.0003756382,0.001165196],"category_scores_gemma":[0.0006017401,0.0003131184,0.0001333015,0.0002620371,0.0003101471,0.0003892658,0.000207351,0.0005236641,0.0003206062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342772,"about_ca_system_score_gemma":0.0002188943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005042432,"about_ca_topic_score_gemma":0.0007582433,"domain_scores_codex":[0.99989,0.00001462847,0.00000316329,0.00003258306,0.0000444328,0.00001514137],"domain_scores_gemma":[0.9996793,0.0001308334,0.00008407896,0.00003049512,0.00005762527,0.00001756026],"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":[0.00005246658,0.00001537105,0.0002501847,0.00003749142,0.000002228919,0.00002082837,0.00004060316,0.0002396047,0.9951455,0.0000973257,0.0000226658,0.004075701],"study_design_scores_gemma":[0.000006527024,0.0001326725,0.003312198,0.000005447337,0.0000133014,0.000221828,0.00003796804,0.006602414,0.9889404,0.00006974892,0.0006444873,0.00001299317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9098995,0.001277197,0.08613212,0.00008801637,0.00002327467,0.00004794302,0.0002726624,0.0003091718,0.001950061],"genre_scores_gemma":[0.9441739,0.0009240623,0.05211101,0.00002948051,0.00001115674,0.00004468143,0.0001219343,0.00006346504,0.00252032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001165196,"threshold_uncertainty_score":0.003897905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031739061170289,"score_gpt":0.2256971384082656,"score_spread":0.2153797477965627,"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."}}