{"id":"W2737160604","doi":"10.1177/2381336917719684","title":"Indigenous Children’s Use of Language During Play in Rural Northern Canadian Kindergarten Classrooms","year":2017,"lang":"en","type":"article","venue":"Literacy Research Theory Method and Practice","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Indigenous language; Traditional knowledge; Narrative; Construct (python library); Psychology; Sociology; Developmental psychology; Geography; Linguistics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01242558,0.00008922901,0.0001525033,0.0003584593,0.001512913,0.0006379989,0.0004021963,0.0001107897,0.000232815],"category_scores_gemma":[0.03122158,0.00008375939,0.00003141232,0.0001895872,0.000328599,0.001481301,0.00007862486,0.0005752515,0.00001710549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284483,"about_ca_system_score_gemma":0.0009573045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7899797,"about_ca_topic_score_gemma":0.4618402,"domain_scores_codex":[0.9919784,0.00669626,0.000206676,0.0001966208,0.0003667916,0.0005552676],"domain_scores_gemma":[0.9922134,0.00656391,0.000164907,0.000420991,0.0002764479,0.0003603398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002829973,0.00008133827,0.08140752,0.00001912993,0.00003049425,0.00003254426,0.6391906,0.000002362432,0.0002272764,0.01207125,0.00001687103,0.2666376],"study_design_scores_gemma":[0.0009624664,0.00007963367,0.7195389,0.000161225,0.00002363476,0.0000558462,0.0870406,0.00002808424,0.0003650129,0.006123018,0.1852507,0.0003709261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717678,0.0003517733,0.00002261597,0.002436477,0.0001053667,0.0003516643,0.00002971914,0.00001003582,0.02492449],"genre_scores_gemma":[0.9907662,0.0002361544,0.002060713,0.0001939068,0.0002681114,0.0000145212,0.000006369214,0.00001314524,0.006440924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381314,"threshold_uncertainty_score":0.999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267220736194659,"score_gpt":0.5663328375921725,"score_spread":0.4396107639727066,"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."}}