{"id":"W4243311974","doi":"10.1515/iupac.76.0605","title":"Optical Breakdown","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.0008353469,0.001681546,0.00119508,0.004708031,0.0008902941,0.002974713,0.001813101,0.00125431,0.05402006],"category_scores_gemma":[0.007679359,0.000426016,0.001494633,0.007187535,0.0003382186,0.001925691,0.001539285,0.001496814,0.07114142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437652,"about_ca_system_score_gemma":0.001799704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013124,"about_ca_topic_score_gemma":0.01804419,"domain_scores_codex":[0.9986009,0.0001719904,0.0001852111,0.000469723,0.0004036442,0.0001684837],"domain_scores_gemma":[0.9971766,0.0007855669,0.0004495552,0.0006364901,0.0008089784,0.0001427265],"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":[0.0002717528,0.00005133481,0.005849799,0.002764205,0.0001065343,0.00007184991,0.00004517976,0.001093167,0.0002925925,0.002097442,0.9596334,0.02772287],"study_design_scores_gemma":[0.00008319134,0.00002228356,0.008718853,0.0007510489,0.00004843978,0.0001501779,0.00009452624,0.0005487928,0.0005829767,0.002712909,0.9862604,0.00002646066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006326952,0.0005217143,0.0002492267,0.00008584049,0.00005392502,0.00001886946,0.9942604,0.0004961355,0.003681123],"genre_scores_gemma":[0.001737308,0.0005008461,0.0007129064,0.00009464275,0.00002127677,0.00007480206,0.9946402,0.0001170957,0.002100905],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05402006,"threshold_uncertainty_score":0.1807151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918687819615098,"score_gpt":0.4357004153235212,"score_spread":0.4265135371273702,"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."}}