{"id":"W7094823069","doi":"","title":"Incorporating diversity in preparing children for school: 
\\nan Australian perspective
\\n","year":2010,"lang":"","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Equity (law); Economic Justice; Diversity (politics); Checklist; Focus group; Child development; Community development; Cultural diversity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008583205,0.0003940296,0.0005121424,0.001246855,0.008572633,0.007451924,0.001663165,0.004833136,0.005176952],"category_scores_gemma":[0.004922039,0.0004146879,0.0006062507,0.001460308,0.00689348,0.006709661,0.009422309,0.006916322,0.0004724667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009279684,"about_ca_system_score_gemma":0.02423465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2097422,"about_ca_topic_score_gemma":0.3923667,"domain_scores_codex":[0.9933415,0.003664,0.0002180745,0.0003772968,0.001104289,0.001294718],"domain_scores_gemma":[0.995532,0.001210383,0.0002722163,0.0001854652,0.0009517899,0.001848063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005026325,0.0003354053,0.01340173,0.002838986,0.00004879232,0.001937374,0.2581386,0.0003617929,0.0005050111,0.155859,0.201853,0.36467],"study_design_scores_gemma":[0.00001458458,0.0002015439,0.03596076,0.007336466,0.00005038601,0.001053198,0.1220525,0.0002750753,0.0002761654,0.0283515,0.8043467,0.00008116019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05993243,0.08186992,0.002519072,0.7303824,0.005117126,0.0001237836,0.0001705207,0.00005681565,0.119828],"genre_scores_gemma":[0.5956649,0.1547967,0.01591222,0.1702128,0.002515139,0.00038286,0.0001436865,0.00009486506,0.06027682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2097422,"threshold_uncertainty_score":0.4170428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809153724355244,"score_gpt":0.2970893606560146,"score_spread":0.2689978234124621,"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."}}