{"id":"W4386193987","doi":"10.22492/issn.2758-0962.2023.12","title":"The Development of Instructional Design Using Animation in the Elementary Teacher Education Program of Universitas Terbuka","year":2023,"lang":"en","type":"article","venue":"The Paris Conference on Education, official conference proceedings","topic":"STEM Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Animation; Action research; Mathematics education; Computer science; Action (physics); Microteaching; Teacher education; Consolidation (business); Professional development; Pedagogy; Multimedia; Psychology; Medical education; Medicine; 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":[0.002644986,0.0001654003,0.0001666376,0.0002499534,0.00107368,0.0001824254,0.000817649,0.00009811413,0.0001194521],"category_scores_gemma":[0.000364016,0.0001141832,0.00004257538,0.001394391,0.0004914569,0.0003430739,0.00004795778,0.0002265376,0.00001482628],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232797,"about_ca_system_score_gemma":0.009552071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324076,"about_ca_topic_score_gemma":0.0006527129,"domain_scores_codex":[0.9978863,0.0002501067,0.000576504,0.0002575839,0.0007149343,0.0003145845],"domain_scores_gemma":[0.9977754,0.0002260337,0.000584365,0.0001803126,0.001181884,0.00005200843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001141805,0.001211826,0.01857273,0.00006099322,0.00003484065,3.035951e-8,0.2758022,0.00003110127,0.001325541,0.4186631,0.004851101,0.2793324],"study_design_scores_gemma":[0.000190491,0.0001321305,0.117858,0.0002740996,0.00006413413,0.000001413807,0.8479783,0.001713395,0.001153013,0.01894763,0.0114162,0.00027121],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973873,0.00003381328,0.0004292335,0.007465493,0.0006615735,0.00220435,0.00000254754,0.00005634709,0.01527367],"genre_scores_gemma":[0.9957146,0.00006489379,0.003305761,0.00004738343,0.0002090052,0.0003157706,0.00002471316,0.00001069515,0.0003071568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721761,"threshold_uncertainty_score":0.9960629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100633211898481,"score_gpt":0.3728430955146732,"score_spread":0.2722098836161921,"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."}}