{"id":"W4252164035","doi":"10.1515/iupac.76.0508","title":"Gas Coupling","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; Photothermal spectroscopy; Optics; Materials science; 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":[0.0007925372,0.002657296,0.001480607,0.004658089,0.001142776,0.002909321,0.002623242,0.002049223,0.05321649],"category_scores_gemma":[0.006371182,0.0005637804,0.002206521,0.007142904,0.0004259847,0.002893076,0.002521334,0.001699705,0.07408264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014583,"about_ca_system_score_gemma":0.00247009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02834424,"about_ca_topic_score_gemma":0.04538399,"domain_scores_codex":[0.9982749,0.0002574146,0.0001884654,0.0007046897,0.0003380901,0.0002363269],"domain_scores_gemma":[0.9983747,0.000447891,0.0001589924,0.0005251442,0.0003841052,0.0001091963],"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":[0.0003256491,0.00007173507,0.004931634,0.003098184,0.0001644839,0.0001086889,0.00008084651,0.001780707,0.0005219462,0.003915455,0.9631199,0.02188073],"study_design_scores_gemma":[0.0000801451,0.00002302888,0.004560259,0.0006346021,0.00005609054,0.0001004265,0.00010401,0.0008877207,0.0005203126,0.002995468,0.9900074,0.00003063838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005953818,0.000665827,0.0003996858,0.0001177203,0.0000710969,0.00002663983,0.9941228,0.0008550338,0.003145802],"genre_scores_gemma":[0.001046436,0.0003250666,0.0007625386,0.00008691027,0.00001233204,0.00007484835,0.9965189,0.00009646512,0.001076553],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05321649,"threshold_uncertainty_score":0.1780269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008616540163434832,"score_gpt":0.3304587151202429,"score_spread":0.3218421749568081,"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."}}