{"id":"W2735659647","doi":"10.20360/g2hm23","title":"Empowering Language: Lenses of Knowing, Being and Doing","year":2017,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Storytelling; Indigenous; Pedagogy; Empowerment; Context (archaeology); Biculturalism; Sociology; Pacific islanders; Curriculum; Literacy; Early childhood education; Indigenous language; Early childhood; Psychology; Gender studies; Narrative; Developmental psychology; Linguistics; Political science; Anthropology; Ethnic group; Neuroscience of multilingualism; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161238,0.00005065037,0.00008301364,0.00003712599,0.0004900553,0.0002465246,0.00007297452,0.0000275082,0.00008608118],"category_scores_gemma":[0.0001718214,0.00004680054,0.00001554619,0.00002468703,0.00008527876,0.0003619322,0.00005467523,0.00005051391,0.000002685444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006603655,"about_ca_system_score_gemma":0.00004355299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003038904,"about_ca_topic_score_gemma":0.0002252137,"domain_scores_codex":[0.9995636,0.00002540242,0.00009367562,0.0001056085,0.00009230166,0.0001194329],"domain_scores_gemma":[0.9996585,0.00005243158,0.00007009579,0.0001312164,0.00002497061,0.00006282859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001873491,0.000008459843,0.05343079,0.00001956474,0.000006933644,0.00001055518,0.7541077,2.50832e-8,0.0005513605,0.001719424,0.00004436437,0.1900989],"study_design_scores_gemma":[0.0006074584,0.00003832679,0.7122298,0.000457239,0.00002285061,0.000008522195,0.1873179,0.000004918564,0.003041485,0.0004159312,0.09549794,0.0003575567],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616708,0.001891501,0.00001252994,0.0003787841,0.0001220756,0.00005280785,0.000001414695,0.00001947814,0.03585063],"genre_scores_gemma":[0.9949554,0.0001541733,0.001425395,0.0001390229,0.000165344,0.00000143556,0.000001657391,0.000004350182,0.003153248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6587991,"threshold_uncertainty_score":0.4593934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00841738363022517,"score_gpt":0.3447042931951461,"score_spread":0.336286909564921,"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."}}