{"id":"W4221066657","doi":"10.5539/jel.v11n3p27","title":"Stop Motion Animation for Preschoolers by Master Teachers","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council of Thailand; Suan Dusit University","keywords":"Psychology; Animation; Visual arts education; Early childhood; Quality (philosophy); Mathematics education; Early childhood education; Pedagogy; Visual arts; Developmental psychology; The arts; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115323,0.00004785177,0.00008224024,0.000104572,0.0007724886,0.00001910466,0.0000466741,0.00003059448,0.0002689316],"category_scores_gemma":[0.0003342349,0.00004664859,0.00003196935,0.00007216285,0.000008394795,0.0002246716,0.00001121535,0.0005520988,0.000004989525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201937,"about_ca_system_score_gemma":0.0002728026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001669951,"about_ca_topic_score_gemma":4.812265e-7,"domain_scores_codex":[0.9991127,0.0002962612,0.0002841067,0.00006948194,0.0001292934,0.000108189],"domain_scores_gemma":[0.9991299,0.0001698778,0.0004521311,0.00003633515,0.0001412061,0.00007053955],"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":[0.0001806911,0.0004984,0.0744527,0.0001606139,0.00004395844,1.101462e-7,0.1025602,0.002246356,0.002032049,0.00055353,0.4173591,0.3999124],"study_design_scores_gemma":[0.0003521884,0.0002136157,0.01150751,0.00004350277,0.00001980359,0.000005483566,0.1026877,0.0002970294,0.000009569825,0.0002186483,0.8845823,0.00006271525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867033,0.000614949,0.003768391,0.00260349,0.001969371,0.0002147623,0.000002083442,0.00001296958,0.004110681],"genre_scores_gemma":[0.9704555,0.00001972346,0.0005851392,0.0004214757,0.0003660512,0.00004397628,0.00003019771,0.0000111433,0.02806683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4672232,"threshold_uncertainty_score":0.5941436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459512353334318,"score_gpt":0.389078797195914,"score_spread":0.3344836736625709,"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."}}