{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008290672,0.002132781,0.001247563,0.003415743,0.00099784,0.002360268,0.002480218,0.002193478,0.0391774],"category_scores_gemma":[0.005368768,0.0005073521,0.001529099,0.004911918,0.0003897316,0.002111537,0.002247871,0.001711649,0.07053244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122564,"about_ca_system_score_gemma":0.002671691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01876862,"about_ca_topic_score_gemma":0.02810704,"domain_scores_codex":[0.9988662,0.0001495556,0.0001234713,0.0003857461,0.0003242477,0.0001508155],"domain_scores_gemma":[0.9983827,0.0004245321,0.0001443643,0.0004912599,0.0004388286,0.0001183063],"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":[0.0003160202,0.00009051728,0.002764125,0.002619955,0.00008587619,0.0000953058,0.0000581993,0.001706632,0.0009780846,0.002078995,0.9581106,0.03109569],"study_design_scores_gemma":[0.0001511933,0.0000340334,0.004963666,0.0005500618,0.00005938696,0.000119587,0.0001193647,0.001702431,0.001488216,0.002928408,0.9878351,0.00004844134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008561273,0.0007459901,0.0006235186,0.0001331614,0.00009595027,0.00004603301,0.9932792,0.001204082,0.003016074],"genre_scores_gemma":[0.001230423,0.0004188203,0.001220709,0.00009821426,0.00001693173,0.000141766,0.9951026,0.00007709719,0.001693325],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0391774,"threshold_uncertainty_score":0.1310614,"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."}}