{"id":"W2895064100","doi":"","title":"A Case Study about Early Childhood Teachers' Experiences of Learning Community based on Case Analysis","year":2014,"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":"Psychology; Mathematics education; Early childhood; Early childhood education; Pedagogy; Developmental psychology","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":[0.001290977,0.0002375524,0.0003517286,0.0005756282,0.0008429883,0.0002843738,0.0006299741,0.00007883304,0.00002376138],"category_scores_gemma":[0.0002264817,0.000222177,0.00017098,0.001438999,0.00006601755,0.0005274621,0.00008201248,0.0004883326,0.00001911289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006351461,"about_ca_system_score_gemma":0.0004237066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02996447,"about_ca_topic_score_gemma":0.0002743428,"domain_scores_codex":[0.9970374,0.001408373,0.000488687,0.0003758307,0.0004166114,0.0002731137],"domain_scores_gemma":[0.9977098,0.0004556092,0.0003975154,0.001067725,0.0001891921,0.0001801994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[7.028818e-7,0.00239369,0.09399218,0.000003452699,0.0001030592,0.00001479292,0.8963145,0.0006700134,0.000004189759,0.0004351132,0.00005737807,0.006010955],"study_design_scores_gemma":[0.0002645526,0.0007266512,0.8416194,0.00003211687,0.00009983036,0.0003441184,0.1562433,0.0002832566,0.00003608847,0.00006281395,0.00006185407,0.000225962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947834,0.00004754498,0.003251668,0.0001343389,0.0004574181,0.0004152639,0.000002085259,0.00009484516,0.0008134055],"genre_scores_gemma":[0.9982902,5.706449e-7,0.0009903979,0.0001759071,0.0002395295,0.0001617853,0.00001220891,0.00001496923,0.0001144729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476273,"threshold_uncertainty_score":0.9764951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518631302780172,"score_gpt":0.2780621110876994,"score_spread":0.2628757980598977,"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."}}