{"id":"W6999762985","doi":"","title":"Diversity, Equity, Inclusion, and Information Systems : A qualitative study on how DEI teams in Canada interact with information systems","year":2022,"lang":"en","type":"other","venue":"DiVA (Linnaeus University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information system; Inclusion (mineral); Qualitative research; Management information systems; Perception; Leverage (statistics); Work systems; Work (physics); Information technology","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":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0009699594,0.0007090098,0.0009120352,0.005735742,0.001319294,0.0002942903,0.001263675,0.0002252008,0.00008822852],"category_scores_gemma":[0.0001116361,0.0007286373,0.0000594864,0.002622455,0.0001053449,0.003239326,0.01832561,0.0008814185,0.00008697963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009986718,"about_ca_system_score_gemma":0.001624314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100978,"about_ca_topic_score_gemma":0.8063485,"domain_scores_codex":[0.9951392,0.001232533,0.0004971537,0.0004739128,0.002074986,0.0005821738],"domain_scores_gemma":[0.9970495,0.0002350203,0.00149928,0.0006371159,0.0003131984,0.0002659425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003112465,0.001019615,0.06173521,0.002818498,0.002478817,0.00114988,0.6502712,0.006096609,0.000002523572,0.02403021,0.2460147,0.001270214],"study_design_scores_gemma":[0.003958436,0.0006832275,0.001241505,0.0007097748,0.0001878766,0.00001390192,0.5590595,0.0003912398,3.56136e-7,0.000004060711,0.4328497,0.0009003907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1622825,0.0001745961,0.0001901137,0.0001922808,0.001686284,0.008757243,0.005429063,0.0006467669,0.8206412],"genre_scores_gemma":[0.9729983,0.00003064764,0.000006624514,0.00007072842,0.00004084464,0.00001715755,0.001079851,0.0001652721,0.02559054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8107158,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458320972237774,"score_gpt":0.2386624270907131,"score_spread":0.2240792173683354,"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."}}