{"id":"W7093686535","doi":"","title":"Kajian impak Pesta Kaul Mukah 2015 / Dr. Tang Howe Eng & Haji Khalik Haji Ibrahim","year":2015,"lang":"en","type":"book","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Multiculturalism; Citizenship","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","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0006851231,0.0008748396,0.001022858,0.0004029361,0.005820476,0.0007316715,0.00146803,0.001342741,0.0003390758],"category_scores_gemma":[0.001665785,0.0008826008,0.0004973785,0.000584553,0.004550006,0.001445921,0.0008005179,0.00116967,0.0003971974],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740964,"about_ca_system_score_gemma":0.006407664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257352,"about_ca_topic_score_gemma":0.00270081,"domain_scores_codex":[0.9946817,0.0003635654,0.0006401589,0.001223639,0.001945515,0.001145462],"domain_scores_gemma":[0.9955132,0.0004519056,0.000675551,0.0007548328,0.00199969,0.0006047949],"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":[0.0001179601,0.00007861344,0.0005820267,0.00009059243,0.0004853312,0.001271785,0.01582427,0.00004100557,0.00001229997,0.4505224,0.5304141,0.0005596202],"study_design_scores_gemma":[0.0005328633,0.0001354477,0.0003861307,0.0003099146,0.0003046014,0.0001049871,0.007388885,0.000008786304,0.000003928726,0.01143796,0.9783188,0.001067706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002385813,0.007252744,0.0001032155,0.003623681,0.01273799,0.0008109296,0.0006965523,0.0008135193,0.9715756],"genre_scores_gemma":[0.02621855,0.001315231,0.001338746,0.0002834957,0.008806241,0.0000245779,0.001275501,0.00005901069,0.9606786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4479047,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115368274066037,"score_gpt":0.2992907828856358,"score_spread":0.2581371001449754,"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."}}