{"id":"W4206761487","doi":"10.31436/iiumej.v21i2.1508","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"IIUM Engineering Journal","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Library science; Management; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003169662,0.001739114,0.001396977,0.003067965,0.002217324,0.009379777,0.002290099,0.003301117,0.3613335],"category_scores_gemma":[0.02181458,0.0005229802,0.001159668,0.001551277,0.001001736,0.004175948,0.002147808,0.004911762,0.2692407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175889,"about_ca_system_score_gemma":0.005247895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269697,"about_ca_topic_score_gemma":0.002067262,"domain_scores_codex":[0.9962009,0.0005318603,0.0003466893,0.0006744466,0.001873481,0.000372689],"domain_scores_gemma":[0.9811856,0.001703718,0.0009060443,0.001041054,0.01172345,0.003440168],"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":[0.00001628064,0.000004837985,0.00003589664,0.0001114356,0.000002579422,0.0000414426,0.00001166475,0.000009348148,0.00003686824,0.0004469824,0.9852079,0.01407464],"study_design_scores_gemma":[0.000009854241,0.000007730693,0.0000915725,0.0001826605,0.000003776143,0.00008907631,0.00004283072,0.00001898995,0.00005400588,0.0004088944,0.9990863,0.000004252106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002874724,0.01400874,0.000763081,0.05531064,0.7546914,0.0002340665,0.001301743,0.0007828169,0.1726201],"genre_scores_gemma":[0.004136845,0.01878556,0.001072704,0.0317388,0.404669,0.0002177376,0.001906987,0.0006767026,0.5367957],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3613335,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009347715272730815,"score_gpt":0.2887389218924959,"score_spread":0.2793912066197651,"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."}}