{"id":"W4252616703","doi":"10.1515/iupac.76.0608","title":"Photocarrier Modulation","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; Optoelectronics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002029219,0.0003758625,0.0003756106,0.0002323493,0.00004862981,0.00003304974,0.0002761041,0.0004457937,0.002215701],"category_scores_gemma":[0.00004197328,0.0003085117,0.0001586027,0.0001629748,0.00006480457,0.00007016616,0.00003466168,0.0003640022,4.126828e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820021,"about_ca_system_score_gemma":0.00007571127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003197157,"about_ca_topic_score_gemma":0.00008052569,"domain_scores_codex":[0.9986207,0.00002549267,0.0003160486,0.0002533561,0.0004816792,0.0003027045],"domain_scores_gemma":[0.9990292,0.0000436275,0.00006566161,0.0006271561,0.0001265362,0.0001078044],"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":[0.00002572255,0.00002103399,0.000001096538,0.0001432404,0.00008563671,0.00001324625,0.000008274146,0.00007262437,0.0003374102,0.000003313719,0.9931736,0.006114806],"study_design_scores_gemma":[0.000232202,0.00005480684,0.00001947975,0.0002662737,0.00006278484,0.000005860318,0.000003276975,0.0002716545,0.0004465279,0.0005005349,0.9977337,0.0004028621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001408312,0.000437503,0.006110427,0.00001328714,0.0007409754,0.0003483612,0.9914258,0.0007056054,0.00007726312],"genre_scores_gemma":[0.0009019005,0.0007771943,0.00005658189,0.00004320089,0.0005424698,0.0000456259,0.9975215,0.00006528871,0.00004622145],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00609577,"threshold_uncertainty_score":0.9999367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008103568797175796,"score_gpt":0.3314555962816145,"score_spread":0.3233520274844387,"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."}}