{"id":"W3049400853","doi":"","title":"Engaging Indigenous Parents in Preparing their Children for School. Australian Research Alliance for Children and Youth","year":2008,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Alliance; Indigenous; Psychology; Sociology; Developmental psychology; Pedagogy; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005082507,0.0001507156,0.0002579881,0.0002995538,0.004243651,0.0003493412,0.0003923771,0.0001954854,0.000003661506],"category_scores_gemma":[0.0005999155,0.000130875,0.00005978981,0.0004406623,0.0006962029,0.0002863578,0.000128414,0.0005805072,0.000003172352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923099,"about_ca_system_score_gemma":0.0008127898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01945419,"about_ca_topic_score_gemma":0.0000876404,"domain_scores_codex":[0.996411,0.0008993043,0.0003559745,0.0005789044,0.0006732374,0.001081562],"domain_scores_gemma":[0.9983056,0.0004727065,0.00009116619,0.0002862399,0.0004315688,0.0004127018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000844477,0.0001011938,0.8325897,0.0001039211,0.00005138505,0.000001594245,0.1595783,0.000002214165,0.000713803,0.001213366,0.003445979,0.002114117],"study_design_scores_gemma":[0.00121265,0.000362626,0.884433,0.0004223436,0.000009172991,0.00003173741,0.0872675,0.00001473962,0.01833167,0.0008295028,0.006702418,0.0003826643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928074,0.001462011,0.000004016346,0.0005018387,0.0001524219,0.003474559,0.00008594277,0.00003446196,0.001477311],"genre_scores_gemma":[0.9911085,0.0008928245,0.0002419662,0.00001392717,0.001353149,0.0006039473,0.00004052616,0.00002733177,0.005717816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07231082,"threshold_uncertainty_score":0.9970527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494424046369402,"score_gpt":0.4351984933685378,"score_spread":0.2857560887315976,"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."}}