{"id":"W2799436911","doi":"","title":"Analysis of Localization Process for Early Childhood Education Enabled by Teacher, Supervisor and Professor Collaboration","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Supervisor; Process (computing); Early childhood teacher; Psychology; Pedagogy; Early childhood education; Mathematics education; Process management; Sociology; Computer science; Management; Business; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004330406,0.0001479744,0.0001903104,0.00168225,0.0009485141,0.002075061,0.0007629335,0.000644978,0.007718052],"category_scores_gemma":[0.01815095,0.0001686589,0.0003280493,0.001704341,0.0005555387,0.001651454,0.001416556,0.0004884595,0.0006923909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002038538,"about_ca_system_score_gemma":0.003485501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108067,"about_ca_topic_score_gemma":0.005687255,"domain_scores_codex":[0.9975967,0.001273041,0.0001099393,0.0002579115,0.0003178256,0.0004446236],"domain_scores_gemma":[0.9683524,0.02311137,0.00271072,0.001758646,0.002810462,0.00125651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002433858,0.001020735,0.6031521,0.0003596569,0.0001132958,0.001313833,0.03679212,0.02644318,0.006320466,0.1213766,0.002641707,0.1980325],"study_design_scores_gemma":[0.0001995076,0.001183376,0.6457186,0.0002673742,0.0003675986,0.0006922235,0.07754252,0.1919976,0.02128237,0.03424628,0.02638205,0.000120497],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694622,0.000133046,0.01983008,0.0002654876,0.000005995821,0.00008170449,0.0002520047,0.0002153921,0.009754169],"genre_scores_gemma":[0.9965935,0.00002290493,0.002341674,0.000004941699,7.901902e-7,0.00002126981,0.00007443588,0.000006668741,0.0009336788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108067,"threshold_uncertainty_score":0.02581948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005996236940225,"score_gpt":0.2656642955024755,"score_spread":0.2556043331330732,"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."}}