{"id":"W2602785535","doi":"","title":"The Development of Grandparents’ Traditional Storytelling Program Based on Concept Learning Situation Model","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Vocational and Entrepreneurial Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Grandparent; Storytelling; Development (topology); Psychology; Computer science; Process management; Mathematics education; Business; Narrative; Developmental psychology; Art; Mathematics; Literature","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":[0.0007213766,0.00008399982,0.00007433224,0.00006761705,0.001117484,0.0000794013,0.0001518167,0.00005253481,0.00002909442],"category_scores_gemma":[0.0004363178,0.00007335702,0.00004463618,0.0001792167,0.00009764242,0.000149657,0.000004608553,0.0001195,0.00002003178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201748,"about_ca_system_score_gemma":0.00191313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000705155,"about_ca_topic_score_gemma":0.00007090224,"domain_scores_codex":[0.9987181,0.0002052015,0.0002545014,0.0001771119,0.0004846568,0.0001604585],"domain_scores_gemma":[0.9991773,0.0002503463,0.000190364,0.0001082957,0.0001974284,0.00007628989],"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":[0.000017116,0.001361129,0.002571176,0.000004916362,0.00001486857,4.293336e-9,0.2211034,0.05304955,0.00005632961,0.03741633,0.0004873658,0.6839178],"study_design_scores_gemma":[0.0007424021,0.0002659072,0.9116921,0.0001669865,0.00004098146,1.757021e-7,0.01012937,0.02661515,0.000970185,0.01957372,0.029368,0.0004349801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778923,0.00003384173,0.008443863,0.002097719,0.0009941066,0.0005424311,0.00000132983,0.0000858999,0.009908525],"genre_scores_gemma":[0.9949632,0.000004706989,0.003705906,0.00007426197,0.0005392654,0.0001324669,0.0001369766,0.00000885438,0.0004343093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.909121,"threshold_uncertainty_score":0.8594894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777726336811713,"score_gpt":0.283645277967261,"score_spread":0.2558680145991439,"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."}}