{"id":"W4252625995","doi":"10.1515/iupac.76.0485","title":"Induced Phase 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; Materials science; Photothermal spectroscopy; 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":[0.000214083,0.0003697692,0.0003872568,0.0002825734,0.0000484819,0.00003287633,0.0002663853,0.0004609964,0.001168214],"category_scores_gemma":[0.00005477992,0.0003089153,0.0001374731,0.0001835785,0.00003810231,0.00008269084,0.00003269186,0.0004048237,3.242642e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801091,"about_ca_system_score_gemma":0.00008165618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003026921,"about_ca_topic_score_gemma":0.0000617253,"domain_scores_codex":[0.9986434,0.00002821349,0.0003364699,0.0002482357,0.0004529129,0.0002907831],"domain_scores_gemma":[0.9990504,0.00004445517,0.00007718759,0.0005922345,0.0001285516,0.0001072007],"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":[0.00004339938,0.00007801397,2.623466e-7,0.0001231954,0.00008518369,0.00001654592,0.000009203717,0.00001980232,0.002238316,0.000003432369,0.9731826,0.02420007],"study_design_scores_gemma":[0.000737863,0.0001488837,0.000008455382,0.0002673708,0.00007000627,0.00000555204,0.000003237707,0.0002919168,0.0009620385,0.0003389552,0.9967579,0.0004077874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001454384,0.0002427724,0.005998319,0.0000187354,0.0007245775,0.0002840871,0.9905061,0.0007390429,0.0000319743],"genre_scores_gemma":[0.005772426,0.0004240297,0.00004528949,0.00003171474,0.0005866015,0.00002851965,0.9930377,0.0000597266,0.00001397532],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02379228,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447936023621598,"score_gpt":0.3752211328638151,"score_spread":0.3607417726275992,"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."}}