{"id":"W4254807150","doi":"10.1515/iupac.76.0581","title":"Elastic Heat Wave","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Photothermal therapy; Optics; Photothermal spectroscopy; Materials 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":[0.0005446284,0.001751337,0.001035141,0.003772366,0.0006623151,0.001914349,0.001562057,0.001383819,0.05266568],"category_scores_gemma":[0.005386243,0.0004401901,0.001438247,0.005580542,0.0003456385,0.00176045,0.00163665,0.001311216,0.0671729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009328546,"about_ca_system_score_gemma":0.001472994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01668304,"about_ca_topic_score_gemma":0.02791091,"domain_scores_codex":[0.9991838,0.0001034229,0.0001018217,0.0002810973,0.0002259948,0.0001038773],"domain_scores_gemma":[0.998589,0.0004180973,0.0001655239,0.0003579551,0.0003975938,0.00007185572],"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":[0.0002042182,0.00004292644,0.005202493,0.002268336,0.00008787159,0.00005226656,0.00004295941,0.001720536,0.000356014,0.002119619,0.961698,0.02620468],"study_design_scores_gemma":[0.00009176602,0.00002409903,0.01012507,0.0006892887,0.00004758489,0.0001072778,0.00009692655,0.001385769,0.0007186903,0.003894736,0.982778,0.00004072396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005050512,0.0004121298,0.0003623059,0.00007319775,0.00006598508,0.00001647531,0.9960355,0.0004806387,0.002048806],"genre_scores_gemma":[0.001466273,0.0003845015,0.0006774637,0.00006138931,0.0000196096,0.00007381492,0.9956321,0.0000783401,0.001606493],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05266568,"threshold_uncertainty_score":0.1761842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943096947199373,"score_gpt":0.3192112546954235,"score_spread":0.3097802852234298,"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."}}