{"id":"W7033531857","doi":"","title":"Reconstruction of thermal diffusivity distribution at a microscopic scale from modulated photothermal experiment","year":2001,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal diffusivity; Photothermal therapy; Scale (ratio); Signal processing; Thermal; Distribution (mathematics); SIGNAL (programming language); Thermography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008788089,0.0002328881,0.0002302194,0.0003504519,0.0001374588,0.0002908852,0.0003661339,0.0002462857,0.002591684],"category_scores_gemma":[0.0001824163,0.0002324392,0.0001370783,0.0003051708,0.0002283594,0.0002992663,0.0001815238,0.0002861093,0.0004443725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154808,"about_ca_system_score_gemma":0.0001749557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009671164,"about_ca_topic_score_gemma":0.001858788,"domain_scores_codex":[0.9999672,0.000002474246,0.00000116281,0.0000106249,0.0000124283,0.000006129133],"domain_scores_gemma":[0.9999,0.00002196798,0.00002070163,0.00002787723,0.00002131607,0.000008077124],"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":[0.000155035,0.00001877896,0.0008953647,0.00005921449,0.00000885926,0.0001107872,0.00003124437,0.003838361,0.9839138,0.0005941626,0.0003558866,0.0100185],"study_design_scores_gemma":[0.0000296219,0.00008257494,0.01457867,0.000009463755,0.00003043051,0.0004691941,0.00003890703,0.1635956,0.8185222,0.0006726609,0.001942414,0.00002815694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260728,0.0006915464,0.1643445,0.0001728019,0.00004460001,0.00004556119,0.001312277,0.001256083,0.006059862],"genre_scores_gemma":[0.9437423,0.0003417748,0.05179711,0.00002786455,0.00001396169,0.00002627629,0.0005393494,0.0001416654,0.003369846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002591684,"threshold_uncertainty_score":0.008670092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009762997813082222,"score_gpt":0.2325510643913712,"score_spread":0.222788066578289,"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."}}