{"id":"W2003997940","doi":"10.1177/1476718x030012001","title":"Contrasting Visions of Early Childhood Education","year":2003,"lang":"en","type":"article","venue":"Journal of Early Childhood Research","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Concordia University","funders":"","keywords":"Vision; Early childhood education; Early childhood; Orientation (vector space); Rural area; Pedagogy; Sociology; Psychology; Developmental psychology; Political science; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.007472619,0.0001832124,0.0004186507,0.000979395,0.0009872164,0.0002782519,0.0007310312,0.0001996546,0.0005793864],"category_scores_gemma":[0.005243562,0.000164975,0.0002437012,0.001624496,0.000385159,0.0006874394,0.00005908274,0.001213188,0.00008440273],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360929,"about_ca_system_score_gemma":0.01624048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006487023,"about_ca_topic_score_gemma":0.00006331547,"domain_scores_codex":[0.9943258,0.001217826,0.001049394,0.0002746833,0.002361272,0.0007709828],"domain_scores_gemma":[0.9950716,0.0007397548,0.000635427,0.0003146532,0.00257231,0.0006662084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006639244,0.005554174,0.2180054,0.00003052421,0.0004430016,0.00001803862,0.5631447,0.00002246677,0.000795571,0.08298305,0.01570261,0.113234],"study_design_scores_gemma":[0.0007368664,0.0005428024,0.9569589,0.0003284962,0.00002269953,0.00002740277,0.02223167,1.331896e-7,0.000527089,0.008067032,0.01036195,0.0001949961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462925,0.001322037,0.00006071366,0.001883199,0.00106707,0.0004687681,0.000003421505,0.00001922445,0.04888307],"genre_scores_gemma":[0.9945822,0.0004481728,0.002790689,0.0001231236,0.0008286017,0.000007753212,0.0000015674,0.00003014172,0.001187778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7389535,"threshold_uncertainty_score":0.9893366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748304632949019,"score_gpt":0.3902914971082401,"score_spread":0.3428084507787499,"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."}}