{"id":"W4402520749","doi":"10.1016/b978-0-443-19098-8.00019-1","title":"Microthermometry","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Regina","funders":"","keywords":"Geography","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":[0.0002647185,0.0009194472,0.0007711183,0.001533895,0.0006108257,0.001188354,0.001028934,0.0008998595,0.115856],"category_scores_gemma":[0.0003745493,0.0007252804,0.0003666852,0.001238883,0.0004699147,0.001462811,0.001355696,0.001341411,0.05674523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801782,"about_ca_system_score_gemma":0.0003773935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007434889,"about_ca_topic_score_gemma":0.001846557,"domain_scores_codex":[0.9996183,0.00001712538,0.00001094792,0.00008838726,0.000238014,0.00002724362],"domain_scores_gemma":[0.9998272,0.0000428472,0.00001040726,0.00005856909,0.00004845242,0.00001253105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006349275,0.00004324461,0.0003346482,0.0004758116,0.00001256922,0.0001641248,0.0001702563,0.0004687696,0.2299236,0.02575004,0.1015901,0.6410032],"study_design_scores_gemma":[0.000009652711,0.00005602473,0.001957905,0.0001451037,0.00001997902,0.00105961,0.00008280283,0.00259954,0.1297169,0.00647767,0.8578406,0.0000341533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0115825,0.02033906,0.2450096,0.0009856176,0.001801786,0.0002120076,0.002723482,0.01114346,0.7062026],"genre_scores_gemma":[0.02270884,0.005822122,0.04419098,0.0002975775,0.0001509255,0.0001573591,0.001386616,0.0009348251,0.9243507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.115856,"threshold_uncertainty_score":0.3875771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296847024884664,"score_gpt":0.2204231745675257,"score_spread":0.2074547043186791,"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."}}