{"id":"W4308077396","doi":"10.12781/978-1-907549-53-3-5","title":"Navigating Privilege as We DO and BE Appreciative Inquiry","year":2022,"lang":"en","type":"article","venue":"AI Practitioner","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Perspective (graphical); Lesbian; Face (sociological concept); Appreciative inquiry; Sociology; Gender studies; Political science; Pedagogy; Art; Social science; Visual arts; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002989222,0.00008385046,0.00008243098,0.00002715482,0.0003807557,0.00002796582,0.00008602327,0.00004287659,0.016466],"category_scores_gemma":[0.00003937016,0.0000859003,0.00002919393,0.0001609173,0.00007123803,0.000370924,0.00008864082,0.0006045338,0.000572202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003740916,"about_ca_system_score_gemma":0.00002439191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009690565,"about_ca_topic_score_gemma":0.000004825631,"domain_scores_codex":[0.9991071,0.000148551,0.0001526234,0.0002292315,0.0002037165,0.0001587344],"domain_scores_gemma":[0.9994368,0.0002125146,0.0001109779,0.0001510523,0.00004605976,0.00004257666],"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":[0.0003263524,0.0009633049,0.02291353,0.00004605521,0.0003363503,0.0001425803,0.138892,0.0007009487,0.0009987876,0.4967299,0.2406035,0.09734675],"study_design_scores_gemma":[0.0004063487,0.0004990738,0.009948246,0.00004695443,0.00002876829,0.0004286098,0.02832947,0.0001531952,0.0005117645,0.01936051,0.9399398,0.0003472749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790576,0.001210037,0.000674729,0.02751569,0.002278609,0.000330808,0.00007563947,0.00009266667,0.08876425],"genre_scores_gemma":[0.9896032,0.0001173207,0.0001479487,0.006668192,0.0003602263,0.0001715942,0.00005977357,0.000013615,0.002858103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6993363,"threshold_uncertainty_score":0.9844331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06850167070268279,"score_gpt":0.417502953174239,"score_spread":0.3490012824715563,"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."}}