{"id":"W2136090317","doi":"10.26522/tl.v4i3.275","title":"Examining New Aboriginal Teachers’ Experiences: Understanding Realities and Building Relationships","year":2008,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Diversity (politics); Ethnic group; Cultural diversity; Pedagogy; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003217711,0.0001115354,0.0001397432,0.0001267291,0.0319565,0.0001338158,0.00007700876,0.0001083097,0.00002549672],"category_scores_gemma":[0.000116534,0.0001037404,0.00001642267,0.0001096715,0.0003194746,0.0005195339,0.000001729355,0.001071607,0.000002145031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201595,"about_ca_system_score_gemma":0.001983207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1112824,"about_ca_topic_score_gemma":0.02704023,"domain_scores_codex":[0.9976749,0.001280521,0.0001834292,0.0002499873,0.0002294624,0.0003816709],"domain_scores_gemma":[0.9988365,0.0007512406,0.0001068239,0.00006935673,0.00001704189,0.0002190344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002278178,0.000005304873,0.01986304,0.000006241563,0.00000434376,0.000001979716,0.8089557,0.00001389742,0.000002591398,0.1704285,0.0000288883,0.0006872517],"study_design_scores_gemma":[0.0001201147,0.00003389484,0.003764673,0.00007072437,0.000007923481,0.00002014542,0.7215208,0.00004496123,0.000001626961,0.00134328,0.2729228,0.0001490754],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258227,0.0005880342,0.00381335,0.0001699687,0.0001884448,0.00009772847,1.314261e-7,0.0001535672,0.06916601],"genre_scores_gemma":[0.9772658,0.001877491,0.004073414,0.0000160608,0.0005678124,0.000001523778,0.000002278505,0.00001258103,0.01618307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2728939,"threshold_uncertainty_score":0.9907138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074135779383327,"score_gpt":0.3465299462179063,"score_spread":0.2391163682795736,"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."}}