{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01141313,0.00005454202,0.00009981889,0.00003819648,0.006067659,0.0002342611,0.001710971,0.00002141777,0.00006103834],"category_scores_gemma":[0.0007592122,0.00003085273,0.00007507617,0.000243232,0.000306905,0.0004895039,0.000566064,0.0019921,0.00001269432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130548,"about_ca_system_score_gemma":0.0004328081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007233426,"about_ca_topic_score_gemma":0.0001299093,"domain_scores_codex":[0.9970753,0.001519911,0.0004218928,0.000003758171,0.0007503488,0.0002287925],"domain_scores_gemma":[0.997137,0.00189678,0.0005358664,0.0002417392,0.0001307189,0.00005795023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007890351,0.0001039791,0.0002080925,0.00001706349,0.00006154528,5.666946e-7,0.7014979,0.002458084,0.000002911129,0.006382094,0.01606305,0.2731258],"study_design_scores_gemma":[0.00008378457,0.00008521488,0.00003592401,0.000004440638,0.00001105605,0.00001663945,0.562945,0.00005282826,0.000002273538,0.00167647,0.4350593,0.00002708512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861699,0.0002755847,0.0002476581,0.01721473,0.0003773497,0.00009643753,0.000006773873,0.00002121769,0.09559031],"genre_scores_gemma":[0.9983346,0.0001742851,0.00005489305,0.000607284,0.0001116032,4.264209e-7,0.000001392453,0.000003548466,0.0007120052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189962,"threshold_uncertainty_score":0.9952263,"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."}}