{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002160299,0.0003049995,0.0004328957,0.000655892,0.0006306602,0.001123636,0.0005875021,0.0004817388,0.002525457],"category_scores_gemma":[0.006267428,0.0001237208,0.0005644119,0.0002799677,0.000421018,0.0005045701,0.001548105,0.0007206183,0.0003573467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889132,"about_ca_system_score_gemma":0.0009581754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006759173,"about_ca_topic_score_gemma":0.001311953,"domain_scores_codex":[0.9982805,0.0006958972,0.00008769958,0.0001741286,0.0004477841,0.0003139577],"domain_scores_gemma":[0.9966181,0.001082343,0.0004775065,0.0002195429,0.0002935165,0.001309043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002050666,0.06042991,0.2689051,0.001006937,0.0002002849,0.0003996122,0.02687751,0.0008937254,0.01475486,0.0009255852,0.001421181,0.6221347],"study_design_scores_gemma":[0.0002417443,0.01633791,0.953662,0.000314123,0.0002002314,0.0001439389,0.01752801,0.001569649,0.004798314,0.0006388795,0.004504126,0.00006103447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980957,0.0000677543,0.0002020148,0.000055758,0.00001060197,0.00006071117,0.000006987643,0.000008839174,0.001491537],"genre_scores_gemma":[0.9977749,0.0001158511,0.0009693446,0.00003579825,0.000008621044,0.00007871916,0.00001683687,0.000002571176,0.000997407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002525457,"threshold_uncertainty_score":0.0114249,"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."}}