{"id":"W4393180925","doi":"10.55908/sdgs.v12i3.2565","title":"THE EFFECTIVENESS OF DIFFERENTIATED LEARNING USING PERSONALIZED APPROACH TO THE EMPLOYABILITY OF VOCATIONAL HIGH SCHOOL STUDENTS IN THE ANIMATION STUDY PROGRAM","year":2024,"lang":"en","type":"article","venue":"Journal of Law and Sustainable Development","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Employability; Vocational education; Animation; Mathematics education; Computer science; Multimedia; Psychology; Pedagogy; Computer graphics (images)","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":[],"consensus_categories":[],"category_scores_codex":[0.008397601,0.00005970316,0.000121924,0.00006010801,0.0005449919,0.0001812705,0.0002251464,0.00002197324,0.000003992986],"category_scores_gemma":[0.0004964088,0.00002996465,0.00003111714,0.0003762955,0.00009876371,0.0001410942,0.00004488876,0.000130499,2.00304e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221776,"about_ca_system_score_gemma":0.000686928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092791,"about_ca_topic_score_gemma":0.00009791856,"domain_scores_codex":[0.9975027,0.001277866,0.0003462558,0.00009142123,0.0006438672,0.0001378761],"domain_scores_gemma":[0.9987656,0.0005409882,0.0001347173,0.00005395253,0.0004712505,0.00003348163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008243821,0.003490196,0.377367,0.0006727162,0.0004128907,0.000005487062,0.3088864,0.004069998,0.0001337691,0.2964112,0.0000418373,0.007684189],"study_design_scores_gemma":[0.0003189813,0.0001205092,0.8981242,0.0000784771,0.00003080746,0.000002005885,0.0965975,0.00006423919,0.0000321048,0.002107268,0.00247693,0.00004700558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978111,0.0001947341,0.0003108558,0.0003812455,0.000108382,0.0008857333,2.153142e-7,0.000003712856,0.0003040659],"genre_scores_gemma":[0.9995347,0.00001253416,0.0002003695,0.00001014771,0.00004702802,0.00005431216,0.000001787277,0.000003065866,0.0001361178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5207572,"threshold_uncertainty_score":0.4191692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423600220548133,"score_gpt":0.3527404741560349,"score_spread":0.3285044719505535,"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."}}