{"id":"W2186256267","doi":"10.36510/learnland.v6i1.577","title":"Uprooting Social Work Education","year":2012,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mainstream; Metaphor; Sociology; Work (physics); Indigenous education; The arts; Social work; Social transformation; Indigenous; Social change; Pedagogy; Social science; Political science; Visual arts; Engineering; Art; Linguistics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001010419,0.00005889294,0.00007145619,0.00004146336,0.002638847,0.0001086449,0.00009044069,0.00008799304,0.002649135],"category_scores_gemma":[0.001032877,0.00006219066,0.00004048308,0.0007000596,0.00003486841,0.0003289878,0.00001333385,0.0002387262,0.0007684297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005551489,"about_ca_system_score_gemma":0.0001768833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243521,"about_ca_topic_score_gemma":0.00003761056,"domain_scores_codex":[0.9988707,0.000439878,0.00009413395,0.00008618815,0.0002009403,0.0003081861],"domain_scores_gemma":[0.999391,0.000296566,0.0001070742,0.00003883956,0.00006253726,0.0001039773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001071118,0.0001212719,0.6210043,0.000005170285,0.00001276092,6.444036e-8,0.1317424,0.00000380872,0.000008634497,0.08005793,0.03018156,0.1368514],"study_design_scores_gemma":[0.00004051696,0.000002647646,0.0710171,0.000004010876,0.00001051987,2.141565e-7,0.0337361,6.465313e-7,0.000003456216,0.000154645,0.894949,0.0000811483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.354917,0.0006474725,0.00006518804,0.03079843,0.002335162,0.000125308,1.398233e-7,0.0002527157,0.6108586],"genre_scores_gemma":[0.9591027,0.00001183569,0.0003033461,0.0003146082,0.00341153,0.00001587105,0.000006721629,0.00001011503,0.03682322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8647674,"threshold_uncertainty_score":0.9986596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642048290134982,"score_gpt":0.3518382874963576,"score_spread":0.3254178045950079,"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."}}