{"id":"W4245591816","doi":"10.1515/iupac.76.0633","title":"Thermal Stress","year":2016,"lang":"kn","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":[0.0007031005,0.001848064,0.001171173,0.00336914,0.0008005217,0.00203449,0.001543652,0.001154624,0.04111119],"category_scores_gemma":[0.005768339,0.0004210843,0.001451427,0.005462481,0.0003644905,0.001670266,0.00143858,0.001234591,0.05096901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005106,"about_ca_system_score_gemma":0.001337504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368456,"about_ca_topic_score_gemma":0.02594342,"domain_scores_codex":[0.998758,0.0001485335,0.0002123002,0.0004225288,0.0003198427,0.000138915],"domain_scores_gemma":[0.9981185,0.0004616993,0.0003385509,0.0003919002,0.0005913312,0.00009799729],"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":[0.0003833261,0.00007775681,0.01517495,0.003337595,0.0001327913,0.00008119196,0.0001256013,0.001515645,0.0005929149,0.001864699,0.9313324,0.04538118],"study_design_scores_gemma":[0.00008988669,0.00004666276,0.02840217,0.001023399,0.00006912415,0.0001658863,0.0002685974,0.0007915293,0.0007217844,0.002723422,0.9656357,0.00006173846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001444069,0.0006275843,0.0003633302,0.000106645,0.0001161486,0.0000317135,0.9933602,0.0005014647,0.003448904],"genre_scores_gemma":[0.002934041,0.0004984876,0.0007553415,0.00009144345,0.00003674273,0.0001589527,0.9932544,0.0001007069,0.002170026],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04111119,"threshold_uncertainty_score":0.1375307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008360102628196276,"score_gpt":0.3357138225649157,"score_spread":0.3273537199367194,"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."}}