{"id":"W4416087511","doi":"10.1177/14639491251389613","title":"Book Review: <i>The role of the pedagogista in Reggio Emilia: Voices and ideas for a dialectic educational experience</i> by S. Giamminuti, P. Cagliari, C. Giudici and P. Strozzi Giamminuti, S., Cagliari, P., Giudici, C., &amp; Strozzi, P. (2024). The role of the pedagogista in Reggio Emilia: Voices and ideas for a dialectic educational experience, Routledge: London,2024; 354 pp.:ISBN 81032019215, £37.99 (pbk)","year":2025,"lang":"en","type":"article","venue":"Contemporary Issues in Early Childhood","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capilano University","funders":"","keywords":"Dialectic; Early childhood education; Ethnography; Early childhood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001831206,0.0005504502,0.0009721831,0.0001554334,0.001508536,0.00022807,0.001287066,0.0003627058,0.0000632773],"category_scores_gemma":[0.004664333,0.0003722099,0.0002514307,0.001306972,0.00319202,0.0006744405,0.0004269376,0.0008601789,0.000001151504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290143,"about_ca_system_score_gemma":0.002758766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03765931,"about_ca_topic_score_gemma":0.03902917,"domain_scores_codex":[0.9952517,0.0008493511,0.001384573,0.000967578,0.0008273974,0.0007194649],"domain_scores_gemma":[0.9947429,0.003018859,0.0008423949,0.0006974522,0.0005441969,0.0001541438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001720708,0.0006888844,0.4823876,0.0003746323,0.0001449607,4.695858e-7,0.2849234,0.000003495133,0.0000806622,0.01104105,0.219021,0.001161879],"study_design_scores_gemma":[0.001387302,0.0001488917,0.1944561,0.00175529,0.0001631537,0.000004811217,0.1038118,0.00001245752,0.0001392547,0.05439256,0.6431584,0.000569904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2928455,0.6560726,0.000003940336,0.04464504,0.0008736028,0.003420214,0.0001939381,0.00001588336,0.001929316],"genre_scores_gemma":[0.9429424,0.03677909,0.00006011631,0.002524285,0.0005746665,0.002407315,0.00003665296,0.00003887968,0.01463657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6500969,"threshold_uncertainty_score":0.999873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294556861286345,"score_gpt":0.3199713704010477,"score_spread":0.3070258017881843,"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."}}