{"id":"W2259300398","doi":"10.56105/cjsae.v27i3.3362","title":"Distributed pedagogy of difference: Reimagining immigrant training and education","year":2015,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociocultural evolution; Curriculum; Sociology; Hegemony; Pedagogy; Scholarship; Globalization; Immigration; Critical pedagogy; Context (archaeology); Political science; Politics; Anthropology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134588,0.00007533894,0.0001377005,0.0001440409,0.0008213054,0.0001081712,0.0002403646,0.00003820225,0.00002369092],"category_scores_gemma":[0.003150424,0.00005753944,0.00003018422,0.000262822,0.0001960319,0.000230221,0.000004934542,0.0001981893,8.982504e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650191,"about_ca_system_score_gemma":0.01672891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1616269,"about_ca_topic_score_gemma":0.1276792,"domain_scores_codex":[0.998912,0.0002701328,0.0002922403,0.0001127097,0.0002168757,0.000195997],"domain_scores_gemma":[0.997382,0.0003463413,0.0004505719,0.0001264832,0.00128713,0.0004074457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001751652,0.000214394,0.08862191,0.00001245274,0.00004634178,1.000215e-7,0.796416,0.00002734069,0.00001228294,0.003581859,0.004076636,0.1069731],"study_design_scores_gemma":[0.0002471164,0.0001679248,0.1023067,0.00005097002,0.00008159746,0.000008068713,0.8298733,0.00001355803,0.000004321238,0.001397382,0.06577757,0.0000714235],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801416,0.0006017055,0.0001292302,0.01493467,0.003038666,0.0004725153,0.000008241582,0.000004940897,0.000668465],"genre_scores_gemma":[0.9974266,0.00003227878,0.0002961926,0.00006596807,0.0004659869,0.00003876169,0.000008426634,0.000008516458,0.001657292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069017,"threshold_uncertainty_score":0.9888453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818832875543494,"score_gpt":0.4129295304983003,"score_spread":0.3447412017428653,"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."}}