{"id":"W4229627329","doi":"10.1515/iupac.76.0540","title":"Photopyroelectric Spectroscopy","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; Photoacoustic spectroscopy; Spectroscopy; Photoacoustic imaging in biomedicine; 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":[0.0009924661,0.002315391,0.00137627,0.005055015,0.0009335765,0.002354167,0.002022862,0.001797922,0.02714727],"category_scores_gemma":[0.005718229,0.0004572007,0.001396807,0.00768975,0.0004549335,0.001815399,0.002010659,0.001734939,0.04663587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320498,"about_ca_system_score_gemma":0.002012362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331937,"about_ca_topic_score_gemma":0.02132773,"domain_scores_codex":[0.9984893,0.0002289022,0.0001581445,0.0004821179,0.0004743836,0.0001671549],"domain_scores_gemma":[0.9983258,0.0004678195,0.0002023462,0.0004305745,0.0004987707,0.00007478724],"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":[0.0002451842,0.0000786524,0.003389934,0.004386919,0.0001296104,0.00009174646,0.00005680089,0.00156291,0.001210369,0.002518038,0.9551923,0.03113749],"study_design_scores_gemma":[0.0001058359,0.00002508854,0.006740491,0.0007083758,0.00006084705,0.0001302655,0.00008586179,0.0009470725,0.001778761,0.003958374,0.9854137,0.000045359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006247259,0.001089233,0.0006056737,0.0001182432,0.00006318829,0.00002602583,0.9939607,0.0007731506,0.002739066],"genre_scores_gemma":[0.001213283,0.00069583,0.001256919,0.00007502861,0.00001620504,0.00009851844,0.9952218,0.0000851786,0.001337336],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02714727,"threshold_uncertainty_score":0.09081662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006005047315859918,"score_gpt":0.3286716210222838,"score_spread":0.3226665737064238,"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."}}