{"id":"W6992778921","doi":"","title":"Measuring the effectiveness of digital inclusion approaches","year":2022,"lang":"en","type":"other","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Pipeline (software); Quarter (Canadian coin); Internet access; Best practice; Plan (archaeology); The Internet; Sustainability","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04761214,0.0008605185,0.0009244335,0.007977055,0.003988285,0.008940587,0.002069876,0.001382291,0.01095594],"category_scores_gemma":[0.1338104,0.0003914418,0.001178192,0.007059455,0.003072475,0.006700241,0.008450744,0.001410591,0.002041197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006146641,"about_ca_system_score_gemma":0.006625626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211644,"about_ca_topic_score_gemma":0.007623746,"domain_scores_codex":[0.9154941,0.05092235,0.004660307,0.00356964,0.02308745,0.00226611],"domain_scores_gemma":[0.8833304,0.08620048,0.008989202,0.005705192,0.01313484,0.002639865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008499034,0.007035641,0.1320784,0.003757246,0.0007298744,0.00009259652,0.03995471,0.002322207,0.001039273,0.02400376,0.005601729,0.7825346],"study_design_scores_gemma":[0.0007706058,0.008791103,0.52406,0.01201215,0.002363971,0.0003315447,0.2027014,0.0175009,0.01240364,0.05082307,0.1678141,0.0004275366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7161471,0.001654598,0.0100963,0.003629769,0.0002386424,0.004611141,0.001004107,0.0001737719,0.2624446],"genre_scores_gemma":[0.9504272,0.001332307,0.0351402,0.0007119025,0.00006388756,0.005300197,0.0005624977,0.00005461769,0.006407202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04761214,"threshold_uncertainty_score":0.2518001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451052925671817,"score_gpt":0.194375666724683,"score_spread":0.1598651374679648,"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."}}