{"id":"W4400746942","doi":"10.26623/jsp.v1i1.7100","title":"SERTIFIKASI UJI KOMPETENSI SEBAGAI PENGAKUAN KESIAPAN BEKERJA LULUSAN GRAHA WISATA HOTEL SCHOOL SEMARANG","year":2023,"lang":"id","type":"article","venue":"Sapta Pesona Jurnal Kepariwisataan","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu Grace Healthcare","funders":"","keywords":"Psychology; Business administration; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003729643,0.001018935,0.001069744,0.0007380648,0.002910991,0.001181602,0.001894344,0.0007177843,0.003332537],"category_scores_gemma":[0.001986083,0.001079828,0.0007383139,0.003521722,0.0009495827,0.00158739,0.0005275785,0.001467327,0.01356227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000786144,"about_ca_system_score_gemma":0.002719981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008241856,"about_ca_topic_score_gemma":0.004602001,"domain_scores_codex":[0.9900202,0.001541816,0.001594071,0.001887982,0.002656278,0.002299697],"domain_scores_gemma":[0.9944417,0.0008395151,0.0007875994,0.001354276,0.0007295879,0.001847296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001302147,0.002354599,0.2293003,0.0008213232,0.00152575,0.0004423494,0.07398907,0.0005706626,0.008794452,0.01693635,0.6059666,0.0579964],"study_design_scores_gemma":[0.001427462,0.000254602,0.5556121,0.0004754999,0.0004895917,0.00007224429,0.01973553,0.001058165,0.0004413225,0.005092699,0.4137075,0.001633283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8949,0.002009755,0.00002535244,0.03987319,0.01086874,0.001598317,0.0003895573,0.0009817064,0.04935337],"genre_scores_gemma":[0.9350312,0.002973198,0.0001871002,0.001209087,0.006792744,0.00009975953,0.001045065,0.0001771043,0.05248478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3263118,"threshold_uncertainty_score":0.9998553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187453593670289,"score_gpt":0.313669853804716,"score_spread":0.2717953178680131,"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."}}