{"id":"W4249931400","doi":"10.1515/iupac.76.0587","title":"Faraday Effect","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":[0.0009748939,0.002714175,0.00204172,0.005464701,0.001287196,0.002817022,0.002868081,0.001973552,0.0499263],"category_scores_gemma":[0.006578749,0.0005588087,0.00169076,0.008869825,0.00045728,0.002402502,0.002175248,0.001662187,0.09445792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870642,"about_ca_system_score_gemma":0.002151298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02788395,"about_ca_topic_score_gemma":0.03906473,"domain_scores_codex":[0.998206,0.0002119345,0.0001851582,0.0006298905,0.0005660552,0.0002009285],"domain_scores_gemma":[0.997897,0.0005391894,0.0002484373,0.0005587226,0.0006657072,0.00009096271],"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":[0.0001978962,0.00004533014,0.003462021,0.003378777,0.0000939533,0.00004580193,0.00004966365,0.001117614,0.0004803209,0.002517261,0.9664928,0.02211855],"study_design_scores_gemma":[0.00006698504,0.00001288286,0.005424289,0.0004535222,0.00003187306,0.00004855984,0.00005115118,0.0003073517,0.0005108686,0.002301308,0.9907608,0.00003046504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003939632,0.0008896322,0.0002970756,0.00009241874,0.00006529932,0.00001578576,0.9930454,0.000643166,0.004557186],"genre_scores_gemma":[0.001163668,0.0005337563,0.0007027941,0.00006065693,0.00001354649,0.00007669846,0.9956332,0.00009892207,0.001716756],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0499263,"threshold_uncertainty_score":0.1670201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005002503997204907,"score_gpt":0.3293171620237042,"score_spread":0.3243146580264993,"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."}}