{"id":"W4238174528","doi":"10.31436/iiumej.v18i2.915","title":"Editorial","year":2018,"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; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002027167,0.001492301,0.001068947,0.003125565,0.001936722,0.008548828,0.001691035,0.003129371,0.2536284],"category_scores_gemma":[0.0144345,0.0003937657,0.0009171753,0.001768674,0.0009102407,0.003661582,0.001555489,0.004514859,0.1939266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066317,"about_ca_system_score_gemma":0.003770094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472527,"about_ca_topic_score_gemma":0.002190606,"domain_scores_codex":[0.9969989,0.0003010357,0.0002288995,0.0003935554,0.001773769,0.0003038548],"domain_scores_gemma":[0.9852763,0.001290758,0.0006667961,0.0007943056,0.009630881,0.00234099],"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":[0.0000112283,0.000005792807,0.00002788443,0.00007586164,0.000002177227,0.00003864438,0.000008989051,0.00001317172,0.00004288232,0.0004179406,0.9872623,0.01209321],"study_design_scores_gemma":[0.000004060269,0.000005111403,0.00009143882,0.0001044819,0.000002402998,0.00006360628,0.0000250444,0.00001800355,0.00005564535,0.0002433808,0.9993838,0.000003048533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002947449,0.01186148,0.0005273662,0.04827829,0.8003454,0.0001254493,0.0007547172,0.0005116929,0.1373009],"genre_scores_gemma":[0.004326295,0.0163912,0.0005798767,0.02784419,0.4207407,0.00009115478,0.001154996,0.0004374608,0.5284342],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.7463716,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008149528470688805,"score_gpt":0.2983104371202651,"score_spread":0.2901609086495763,"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."}}