{"id":"W3092683646","doi":"","title":"Culture and Practice in Early Childhood Teacher Education in Namibia and Canada.","year":2014,"lang":"en","type":"article","venue":"Bulgarian Comparative Education Society","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood education; Pedagogy; Teacher education; Psychology; Sociology; Early childhood; Mathematics education; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008987681,0.0001352772,0.0001740492,0.00005524181,0.0003161058,0.0001580693,0.000105271,0.0001053017,0.00004317362],"category_scores_gemma":[0.0005257701,0.0001429064,0.00001979243,0.0003095997,0.0001302316,0.0003986213,0.0000246242,0.0002691332,0.000006507687],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223076,"about_ca_system_score_gemma":0.01135648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4678628,"about_ca_topic_score_gemma":0.5998961,"domain_scores_codex":[0.9984425,0.0005075266,0.0002508117,0.0003215409,0.000254721,0.0002228482],"domain_scores_gemma":[0.9991127,0.0002670971,0.0001370885,0.0001187838,0.000187084,0.0001771939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005322366,0.0005705544,0.1921013,0.000007187974,0.00001293377,5.372933e-8,0.6995984,0.000001852358,0.000007081802,0.01918377,0.07314234,0.01536923],"study_design_scores_gemma":[0.0001750683,0.000008550854,0.6286338,0.00003000857,0.000004421038,0.000001318293,0.1516212,0.000004046793,0.000002877011,0.0005015017,0.2188919,0.0001252575],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039984,0.0009444562,0.00003999998,0.01327965,0.0006605488,0.0005382752,0.000001447412,0.00002107025,0.08051618],"genre_scores_gemma":[0.987041,0.0002196652,0.003754815,0.002897421,0.0003197458,0.00005532165,0.00001858815,0.000007437136,0.005686003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5479772,"threshold_uncertainty_score":0.9942482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280614341944372,"score_gpt":0.3179351504682186,"score_spread":0.3051290070487749,"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."}}