{"id":"W4241629325","doi":"10.1515/iupac.76.0611","title":"Photothermal Breakdown","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; Photothermal spectroscopy; Optics; Materials science; Photothermal effect; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008348751,0.002010214,0.001390332,0.00515144,0.0009150442,0.002873992,0.002075991,0.001747597,0.03467891],"category_scores_gemma":[0.006058208,0.0004802247,0.001760187,0.007840395,0.000440888,0.002161684,0.001590792,0.001731417,0.05261305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605741,"about_ca_system_score_gemma":0.002087421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425074,"about_ca_topic_score_gemma":0.019842,"domain_scores_codex":[0.9986859,0.000133722,0.0001641277,0.0004298002,0.0004144098,0.000171935],"domain_scores_gemma":[0.9979772,0.0005673147,0.0003184251,0.0004719218,0.0005784163,0.00008664194],"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":[0.000341088,0.00007176159,0.005065754,0.005091451,0.0001113095,0.0001044609,0.00005732594,0.00177017,0.0007982043,0.002450107,0.9518861,0.03225223],"study_design_scores_gemma":[0.0001060779,0.00003238585,0.008587664,0.00110139,0.00007238478,0.0002105829,0.0001055988,0.001089448,0.001797476,0.003793959,0.9830568,0.00004620721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009179694,0.001292026,0.0005290132,0.0001145737,0.00007877752,0.00003070285,0.9921558,0.0008407264,0.004040321],"genre_scores_gemma":[0.002087055,0.001002051,0.001049701,0.0001020768,0.00002148069,0.0001179523,0.9933634,0.0001318681,0.002124401],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03467891,"threshold_uncertainty_score":0.1160125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006381856459433643,"score_gpt":0.3239048709668755,"score_spread":0.3175230145074419,"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."}}