{"id":"W4251157992","doi":"10.1515/iupac.76.0517","title":"Optical Ultrasonics","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; 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":[0.001074431,0.002191899,0.001406372,0.005776239,0.0007893622,0.002448992,0.002055406,0.001578708,0.05125738],"category_scores_gemma":[0.007988505,0.0005113203,0.001215625,0.00864703,0.0003321771,0.001984723,0.002308025,0.001385389,0.09270462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258795,"about_ca_system_score_gemma":0.002320155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747213,"about_ca_topic_score_gemma":0.02439414,"domain_scores_codex":[0.9982881,0.0002407153,0.0002225924,0.0004989395,0.0005445445,0.0002050742],"domain_scores_gemma":[0.9974073,0.0006613014,0.0002780727,0.0006138775,0.0009069568,0.0001325312],"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":[0.0001673996,0.00004031297,0.003246499,0.002339763,0.00005762858,0.00004835757,0.00004106128,0.000758591,0.0003904073,0.001486,0.9440293,0.04739468],"study_design_scores_gemma":[0.00006884037,0.0000203953,0.005975582,0.0005482393,0.00003273507,0.00009003375,0.00007571603,0.000552632,0.0005861493,0.001989211,0.9900336,0.00002691917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004593813,0.0008355833,0.0005475277,0.0001123957,0.00008987626,0.00002827631,0.993391,0.0009143942,0.003621563],"genre_scores_gemma":[0.0009175473,0.0005798246,0.0009220421,0.00007403917,0.00002455001,0.00007834965,0.9956309,0.00007747645,0.001695231],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05125738,"threshold_uncertainty_score":0.171473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007401534001273169,"score_gpt":0.3325630066556308,"score_spread":0.3251614726543576,"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."}}