{"id":"W2495470424","doi":"10.4018/978-1-61520-835-7.ch004","title":"Redressing Socio-Cultural Insensitivity","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Workforce; Sociology; Adult education; Pedagogy; Public relations; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004217534,0.000312532,0.0003552928,0.00004715261,0.001098083,0.000397762,0.0003790811,0.0006782767,0.0001570607],"category_scores_gemma":[0.00007502399,0.0003130561,0.0002543755,0.00001869835,0.0005933014,0.0001203109,0.0002676949,0.0005736486,0.0004620892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003687476,"about_ca_system_score_gemma":0.0001997984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006433579,"about_ca_topic_score_gemma":0.007348089,"domain_scores_codex":[0.99829,0.00004867771,0.0002436648,0.0004328427,0.0005252432,0.0004595903],"domain_scores_gemma":[0.9991325,0.00004033963,0.0001972577,0.000284004,0.0001708373,0.0001750469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006320397,0.000004018241,0.00004312132,0.0000139548,0.00004166612,0.00006123525,0.00173821,5.015472e-8,0.00003813109,0.9806162,0.002172827,0.01526425],"study_design_scores_gemma":[0.00017426,0.00001231548,0.00007651566,0.000168175,0.00008713302,0.000003225209,0.0003901254,0.000002440956,0.00002148763,0.4296832,0.5688489,0.0005321723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002014301,0.000131155,0.00001606854,0.0002443477,0.001370075,0.0002789863,0.00002294905,0.000271901,0.9956502],"genre_scores_gemma":[0.4273562,0.000008438774,0.0002298237,0.0002022186,0.001799391,0.000003937662,0.00000451025,0.0000278788,0.5703676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5666761,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156283491597589,"score_gpt":0.3084886327098131,"score_spread":0.2669257977938372,"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."}}