{"id":"W4240472019","doi":"10.1515/iupac.76.0516","title":"Open Photoacoustic Cell","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Photothermal therapy; Photothermal spectroscopy; Optics; Materials science; Photoacoustic imaging in biomedicine; Photoacoustic spectroscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138967,0.0006152471,0.0007194126,0.0002859051,0.00009009105,0.0001703882,0.001689734,0.0005610315,0.004823054],"category_scores_gemma":[0.00005723282,0.0005023752,0.0001936892,0.0002557994,0.0001039595,0.0001344239,0.0003393931,0.0006447515,0.000001381076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639811,"about_ca_system_score_gemma":0.0002376205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381197,"about_ca_topic_score_gemma":0.0001867949,"domain_scores_codex":[0.9978903,0.00004685889,0.0004766505,0.0004581974,0.0005847622,0.0005432602],"domain_scores_gemma":[0.9982547,0.0001147704,0.0001170612,0.001141135,0.0001653065,0.0002070179],"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":[0.00005075277,0.00009488729,4.914787e-7,0.0004334357,0.0000942535,0.00006536429,0.00001075323,0.00003284459,0.0006201878,0.00000175983,0.996673,0.001922249],"study_design_scores_gemma":[0.0005742025,0.0001269281,0.000003722168,0.0004888587,0.0001724843,0.00001168025,0.00001149176,0.00005516582,0.00113258,0.0003252354,0.9963925,0.000705163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004578429,0.001053849,0.003238274,0.00001906982,0.001010576,0.0007428254,0.9925983,0.0006691369,0.0006221668],"genre_scores_gemma":[0.0003047193,0.001971591,0.0001388784,0.0001180018,0.0004778975,0.00009566404,0.9965047,0.0001233811,0.0002652281],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.004821673,"threshold_uncertainty_score":0.9997428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030070902166379,"score_gpt":0.3462358134017788,"score_spread":0.335935104380115,"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."}}