{"id":"W7113324720","doi":"","title":"UPM terima stadium baharu piawai antarabangsa","year":2025,"lang":"ms","type":"other","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stadium; Quarter (Canadian coin); Silver bullet","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001043294,0.005381374,0.004429028,0.00964882,0.004489396,0.001491281,0.006865328,0.00465566,0.02805811],"category_scores_gemma":[0.0001260947,0.007401958,0.003738098,0.006376176,0.006814633,0.006194824,0.002964917,0.005033067,0.01819568],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01871151,"about_ca_system_score_gemma":0.01751262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275866,"about_ca_topic_score_gemma":0.00004161394,"domain_scores_codex":[0.9789894,0.001680869,0.002509206,0.007151328,0.004691161,0.004978021],"domain_scores_gemma":[0.9862269,0.0006451456,0.003182644,0.004610054,0.002427881,0.002907445],"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":[0.004789819,0.00524353,0.002680097,0.003089441,0.0125365,0.09151725,0.001447712,0.1865951,0.02339202,0.2705826,0.396504,0.001621895],"study_design_scores_gemma":[0.01187482,0.001184011,0.002130545,0.004845542,0.008044561,0.004784758,0.006684016,0.0308023,0.003053153,0.0003888215,0.9172004,0.009007008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1375747,0.001872842,0.004071933,0.001851695,0.008584553,0.003798276,0.009542043,0.002260554,0.8304434],"genre_scores_gemma":[0.3600936,0.0007870924,0.003009415,0.0009989573,0.003214093,0.00003405483,0.004419439,0.001290062,0.6261533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5206965,"threshold_uncertainty_score":0.9995453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00741233049438522,"score_gpt":0.2000599525864835,"score_spread":0.1926476220920983,"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."}}