{"id":"W4249706227","doi":"10.1515/iupac.76.0612","title":"Photothermal Cooling","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":[0.0009766676,0.002260349,0.001331997,0.003526499,0.001035489,0.002041105,0.002546524,0.001784549,0.0327404],"category_scores_gemma":[0.005203945,0.0005071287,0.001882526,0.005735114,0.0004931589,0.0020813,0.001767706,0.001785051,0.05274859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502298,"about_ca_system_score_gemma":0.002251886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888514,"about_ca_topic_score_gemma":0.03607437,"domain_scores_codex":[0.9987341,0.0001979201,0.0001256087,0.0004403942,0.0003331269,0.0001689505],"domain_scores_gemma":[0.9984152,0.0004447178,0.0001782993,0.000467501,0.0004223419,0.00007191588],"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":[0.0002592301,0.00005624307,0.002857415,0.003076413,0.00009390644,0.00005837761,0.00004392677,0.00230208,0.0006988854,0.001809166,0.9674094,0.02133499],"study_design_scores_gemma":[0.0001355326,0.00003204992,0.006041207,0.0007448378,0.00006102127,0.0001182972,0.00008033366,0.001749713,0.001559171,0.003193822,0.9862325,0.00005139197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00071854,0.0009432352,0.0006303047,0.0001260076,0.00009402351,0.00003221181,0.9935487,0.001096249,0.002810794],"genre_scores_gemma":[0.001335972,0.000570635,0.001200149,0.0000954028,0.00001863068,0.000125225,0.9948737,0.000151076,0.001629229],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0327404,"threshold_uncertainty_score":0.1095275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007814025102243506,"score_gpt":0.3280548423002221,"score_spread":0.3202408171979786,"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."}}