{"id":"W4389111163","doi":"10.55016/ojs/ajer.v67i2.68630","title":"Educators Responding to Rapid Demographic Change in New Brunswick: “It is not Inclusion if They Are Just Sitting in the Desk”","year":2021,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University; University of New Brunswick","funders":"","keywords":"Population; Immigration; Sociology; Political science; Focus group; Documentation; Pedagogy; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501792,0.0002247213,0.0001817724,0.0008484878,0.01734802,0.004363528,0.001145735,0.0009117681,0.003608277],"category_scores_gemma":[0.003983808,0.0003004691,0.0001587199,0.002030407,0.006789324,0.001939057,0.004270858,0.002704833,0.0002110257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04052158,"about_ca_system_score_gemma":0.1016073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9395117,"about_ca_topic_score_gemma":0.9851188,"domain_scores_codex":[0.9982785,0.000559254,0.00007473394,0.0001465174,0.0002046221,0.0007363859],"domain_scores_gemma":[0.99723,0.0007814801,0.0003587811,0.00008611493,0.0006415324,0.000902059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004115757,0.00006588896,0.1085743,0.000432379,0.00001692795,0.003552535,0.8162051,0.0001531373,0.001967273,0.00718825,0.01527139,0.04653173],"study_design_scores_gemma":[0.000005374075,0.00001437182,0.03790473,0.0002216297,0.000008754035,0.0001628108,0.9060947,0.00002731086,0.0002247504,0.0003130102,0.0549983,0.00002422758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101388,0.003976968,0.0006253474,0.04951122,0.0003941197,0.0001983869,0.0002674469,0.00002640553,0.03486126],"genre_scores_gemma":[0.9785155,0.003307184,0.001231542,0.00600114,0.00002893625,0.0001022159,0.0001145301,0.00001541438,0.01068347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06048828,"threshold_uncertainty_score":0.294006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202833113337943,"score_gpt":0.4176302451096634,"score_spread":0.2973469337758691,"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."}}