{"id":"W4242003756","doi":"10.1515/iupac.76.0610","title":"Photorefractive Effect","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; 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":[0.0008941891,0.002025703,0.001261066,0.004456978,0.0007736425,0.001971535,0.001751739,0.001488355,0.0308225],"category_scores_gemma":[0.005784202,0.0004449526,0.001538115,0.006265806,0.0003517012,0.001613888,0.001491916,0.001472972,0.04974228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014226,"about_ca_system_score_gemma":0.001818132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02309882,"about_ca_topic_score_gemma":0.03910435,"domain_scores_codex":[0.9983093,0.0002154569,0.0002006484,0.0005792539,0.0005289981,0.0001664446],"domain_scores_gemma":[0.9980289,0.0006262123,0.000266689,0.0004869738,0.0005226774,0.00006851551],"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":[0.0002285694,0.00008213147,0.004753274,0.00503774,0.0001485441,0.00008136962,0.00005199646,0.001251561,0.001087466,0.001765848,0.9452754,0.04023611],"study_design_scores_gemma":[0.00009263026,0.00003169018,0.01174992,0.0007329376,0.00007668955,0.0001544548,0.00006782237,0.000664415,0.001296042,0.001798203,0.9832928,0.00004250121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007826361,0.001210771,0.0004589985,0.00009681798,0.0000585357,0.00003480355,0.9933028,0.0007041572,0.003350535],"genre_scores_gemma":[0.001452417,0.0006512587,0.001121699,0.0000913405,0.00001386957,0.0001075286,0.9946287,0.00007900543,0.00185419],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0308225,"threshold_uncertainty_score":0.1031115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004910869484230829,"score_gpt":0.3365856862965352,"score_spread":0.3316748168123044,"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."}}