{"id":"W2154165583","doi":"10.1080/714975797","title":"Self-normalized photoacoustic thermal diffusivity measurements of dental resins","year":2002,"lang":"en","type":"article","venue":"International Journal of Polymeric Materials","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermal diffusivity; Photoacoustic imaging in biomedicine; Normalization (sociology); Amplitude; Materials science; SIGNAL (programming language); Photoacoustic effect; Thermal; Laser flash analysis; Acoustics; Optics; Thermodynamics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004462575,0.0003397033,0.0003908391,0.0005974501,0.0002407576,0.0002753298,0.0004589866,0.0003139802,0.001197668],"category_scores_gemma":[0.0008422831,0.0002975437,0.0001947463,0.0001788719,0.0004331873,0.0007907512,0.0004248996,0.0005123385,0.0003909717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339133,"about_ca_system_score_gemma":0.0003481228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276083,"about_ca_topic_score_gemma":0.0008138973,"domain_scores_codex":[0.999544,0.00004471545,0.000018554,0.0001049159,0.0002562967,0.00003145474],"domain_scores_gemma":[0.9995044,0.0001268161,0.00006700851,0.00005427705,0.0002151372,0.00003234596],"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":[0.00002483942,0.000009520599,0.00009294625,0.00003876864,0.000002716993,0.000008117193,0.00002541261,0.0001144698,0.9952136,0.0001522872,0.00002641992,0.004290892],"study_design_scores_gemma":[0.000003249071,0.00006068973,0.0009068406,0.000002373012,0.000006191214,0.0001537658,0.00001615676,0.002077844,0.9958287,0.00006598724,0.0008664918,0.00001178654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288126,0.003046127,0.1650304,0.00006966971,0.0001183051,0.00008116725,0.000167351,0.000502271,0.002172082],"genre_scores_gemma":[0.8505893,0.00149998,0.1424346,0.00004125083,0.00004324411,0.0001476349,0.0002371079,0.00009650745,0.004910393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001197668,"threshold_uncertainty_score":0.004006565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533301518559514,"score_gpt":0.2264460088607253,"score_spread":0.2111129936751302,"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."}}