{"id":"W4250846876","doi":"10.1515/iupac.76.0490","title":"Spherical Aberration","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":[0.001041174,0.00224761,0.001682864,0.005290478,0.0009097262,0.002750515,0.002258277,0.001313123,0.07492728],"category_scores_gemma":[0.0106089,0.000517844,0.001541064,0.00917494,0.0004113555,0.00202717,0.002412579,0.001267515,0.10947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618145,"about_ca_system_score_gemma":0.002413121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02202394,"about_ca_topic_score_gemma":0.036065,"domain_scores_codex":[0.9976453,0.0002595628,0.0003643038,0.0007686179,0.0007610177,0.0002012044],"domain_scores_gemma":[0.9962154,0.0008815593,0.0005182919,0.0009715045,0.001297132,0.0001162352],"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":[0.0001422496,0.00002277192,0.004188624,0.001681033,0.00007641708,0.00003967476,0.00002730689,0.0007823533,0.0002356981,0.001324593,0.9659629,0.02551634],"study_design_scores_gemma":[0.0001149347,0.00001873905,0.01043842,0.0005079444,0.00004682071,0.0001607022,0.00007120049,0.0005991759,0.0006669663,0.002873027,0.9844588,0.00004322888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003550504,0.0004141038,0.0004963664,0.00007297289,0.00004299418,0.00002209722,0.9947169,0.0008693414,0.003010158],"genre_scores_gemma":[0.00152942,0.0003843693,0.001036158,0.00006109411,0.00001657752,0.00009132829,0.9953269,0.0001478494,0.001406304],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07492728,"threshold_uncertainty_score":0.2506567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008369875176589305,"score_gpt":0.3321856613904375,"score_spread":0.3238157862138482,"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."}}