{"id":"W4205317402","doi":"10.31436/iiumej.v22i1.1719","title":"EDITORIAL","year":2021,"lang":"en","type":"editorial","venue":"IIUM Engineering Journal","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islam; Engineering; Library science; Management; History; Archaeology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004117972,0.0005746859,0.0006764355,0.0003192767,0.00008970475,0.0003515904,0.0006101129,0.001299246,0.000350803],"category_scores_gemma":[0.0003590808,0.0005787673,0.0004668764,0.0002922625,0.00001562657,0.0001995231,0.00005199475,0.004238645,0.00006934048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747578,"about_ca_system_score_gemma":0.0001958173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002177693,"about_ca_topic_score_gemma":9.881747e-7,"domain_scores_codex":[0.9970463,0.00003111577,0.0006409835,0.0002774172,0.001400261,0.0006039155],"domain_scores_gemma":[0.9985846,0.0002613573,0.00008522283,0.0003925248,0.000326707,0.0003495982],"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":[0.000004617326,0.00001030105,2.989086e-7,0.0001515391,0.000299599,0.00009250672,0.00004199446,0.1541976,0.001720447,0.000001787395,0.8430645,0.0004148441],"study_design_scores_gemma":[0.0003661195,0.00002057872,0.000001009169,0.0004613317,0.0001696541,0.0000340978,0.0000053149,0.007507736,0.0003752128,0.000009137833,0.990459,0.0005908067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001728095,0.004128279,0.01989791,0.00001208496,0.9749468,0.0000430303,0.00004887042,0.0004868916,0.0004188863],"genre_scores_gemma":[0.0001107658,0.001594522,0.001598716,0.000002350634,0.9959102,0.000007025384,0.000111266,0.0002577447,0.0004074019],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1473945,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00197736527189672,"score_gpt":0.1869241421086151,"score_spread":0.1849467768367184,"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."}}