{"id":"W2924519074","doi":"10.5040/9781350995925.0027","title":"Community Involvement and Public Engagement in Early Childhood Education (Canada)","year":2019,"lang":"en","type":"other","venue":"Bloomsbury Education and Childhood Studies","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public engagement; Early childhood education; Community engagement; Early childhood; Political science; Sociology; Psychology; Pedagogy; Public relations; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001213513,0.0003202535,0.0004081734,0.0003730487,0.001306411,0.0001658248,0.0003872779,0.0001613801,0.0001116857],"category_scores_gemma":[0.0002631665,0.0003360821,0.00003605294,0.0003142551,0.0001831904,0.0001063514,0.0003434341,0.0009815466,0.00001257484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984606,"about_ca_system_score_gemma":0.003415846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5410848,"about_ca_topic_score_gemma":0.7618803,"domain_scores_codex":[0.9967812,0.001778049,0.0003022476,0.0003213605,0.0004535699,0.000363604],"domain_scores_gemma":[0.9987404,0.0001975184,0.0002563266,0.000516308,0.0001227899,0.0001666731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002535792,0.003731868,0.04371298,0.0003301396,0.0004868754,3.321473e-7,0.3238508,3.892049e-7,4.316123e-7,0.01009278,0.4636843,0.1541066],"study_design_scores_gemma":[0.0002138806,0.0000357199,0.1591238,0.0003733482,0.00004095021,3.36852e-7,0.3176828,6.672021e-8,3.118532e-7,0.0002331091,0.522074,0.0002216512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3800777,0.06778203,7.449588e-7,0.01121394,0.002402585,0.001831022,0.00001563023,0.0001881947,0.5364882],"genre_scores_gemma":[0.7577918,0.03680102,0.0001885296,0.00404206,0.0006564036,0.0003925392,0.0001162084,0.0001724727,0.1998389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3777142,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358662907587553,"score_gpt":0.3035547034075101,"score_spread":0.2676884126487548,"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."}}