{"id":"W4221003021","doi":"10.15353/joci.v18i1.4875","title":"The Digital Equity Leadership Lab (DELL)","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Equity (law); Political science; Transformative learning; Social justice; Sociology; Community organizing; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00124866,0.0002682914,0.00009417714,0.0007630748,0.009440971,0.003563748,0.001066132,0.0008702679,0.02777416],"category_scores_gemma":[0.001806883,0.0001985606,0.0001452282,0.0005526087,0.002548058,0.001855259,0.006743297,0.001627196,0.002397308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003715575,"about_ca_system_score_gemma":0.008155767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007318728,"about_ca_topic_score_gemma":0.02722739,"domain_scores_codex":[0.9987675,0.0003939772,0.00002432297,0.0001544047,0.0001528455,0.0005070258],"domain_scores_gemma":[0.9967955,0.0003988157,0.00009066702,0.0001235555,0.0002095648,0.002381877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006578084,0.002213426,0.09471446,0.0004264302,0.00002482183,0.01389892,0.04688907,0.001912019,0.007035509,0.1719531,0.3080273,0.3522471],"study_design_scores_gemma":[0.0000690926,0.0005268063,0.01127307,0.0001359285,0.00001182901,0.001892933,0.04842773,0.001135856,0.002446872,0.007042392,0.9269945,0.00004286789],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4635565,0.00112373,0.01160875,0.03912193,0.001451783,0.0005853062,0.0006522256,0.0009037552,0.4809961],"genre_scores_gemma":[0.8281714,0.0004868895,0.008708187,0.003821685,0.0001617055,0.0002734129,0.0002574188,0.00009348652,0.1580259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.990559,"threshold_uncertainty_score":0.09291381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312376417361524,"score_gpt":0.3633102339619393,"score_spread":0.232072592225787,"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."}}