{"id":"W2947180441","doi":"","title":"Exploration of the Practical Knowledge of Early childhood Teachers in 'Unexpected learning Situations‘","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Cognitive science","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":[0.0006485144,0.0001273895,0.0001678699,0.000300221,0.0001499694,0.0000792374,0.0004625715,0.00008630761,0.00003209758],"category_scores_gemma":[0.001466563,0.0001140687,0.0001212051,0.001071835,0.00006109955,0.001049025,0.00008206441,0.0004468412,0.00004772789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006778207,"about_ca_system_score_gemma":0.0009011118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002478963,"about_ca_topic_score_gemma":0.00005233881,"domain_scores_codex":[0.9980958,0.0007080926,0.0005064387,0.000287104,0.0002287966,0.0001737578],"domain_scores_gemma":[0.9984883,0.0002204407,0.0004592733,0.0005152089,0.0002533064,0.00006344167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003330513,0.004506626,0.1080112,0.0000192093,0.00004632063,4.292366e-8,0.7458305,0.0008273288,0.0008730146,0.06533612,0.001009886,0.07353641],"study_design_scores_gemma":[0.0002665052,0.0001506749,0.9925761,0.0001491325,0.00001251339,0.000002387064,0.002579408,0.0002464038,0.0006060685,0.002584152,0.0007136382,0.0001130105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640556,0.0000745997,0.02824823,0.003707611,0.0007525334,0.000320308,4.37731e-7,0.00006607751,0.002774637],"genre_scores_gemma":[0.9939327,0.000004731313,0.005113727,0.00005215558,0.0001221608,0.00005382765,0.00001015221,0.00001335183,0.0006971669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8845649,"threshold_uncertainty_score":0.4651587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208223942117506,"score_gpt":0.3021259246237175,"score_spread":0.2800436852025425,"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."}}