{"id":"W4401119485","doi":"10.1080/1358684x.2024.2377330","title":"How Can We Teach When We Are Constantly Learning? De/Colonising Canadian Literature in Grade Seven English Language Arts","year":2024,"lang":"en","type":"article","venue":"Changing English","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"The arts; Language arts; English language; Psychology; Linguistics; Language assessment; Mathematics education; Pedagogy; Language acquisition; Sociology; Art; Visual arts; Philosophy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006724551,0.0001464921,0.0001916138,0.001660409,0.0008902387,0.002892279,0.0002390646,0.0002484008,0.0001086488],"category_scores_gemma":[0.0009243733,0.0001958709,0.00008753797,0.0009685971,0.0002091867,0.0004075294,0.0000273913,0.0007568446,0.000006319689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298044,"about_ca_system_score_gemma":0.001471428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5435312,"about_ca_topic_score_gemma":0.9951906,"domain_scores_codex":[0.9982832,0.0001763006,0.0001189233,0.0003347213,0.000249221,0.0008376545],"domain_scores_gemma":[0.9991894,0.00009641327,0.00004385023,0.0001437261,0.0001053353,0.0004212782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001205111,0.000007292424,0.0005921511,0.00009973831,0.00001339922,0.0009081265,0.9651614,0.000009380352,0.00001395646,0.004234137,0.02492747,0.004031678],"study_design_scores_gemma":[0.0000809952,0.000006458965,0.00005019892,0.0006256357,0.00001138346,0.000002983515,0.200442,0.00003468954,0.000007331837,0.0002045916,0.7983376,0.0001961142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555672,0.08833331,0.00003980328,0.08306268,0.01638156,0.001446726,0.001036358,0.002413881,0.1517185],"genre_scores_gemma":[0.962616,0.0004251455,0.00004493774,0.0003011855,0.002164435,0.00002152129,0.00003841055,0.00003833878,0.03434998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7734102,"threshold_uncertainty_score":0.9981428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054185322209031,"score_gpt":0.2266899044129967,"score_spread":0.2161480511909064,"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."}}