{"id":"W2047111689","doi":"10.4102/rw.v3i1.20","title":"Libraries and information provision for African relief","year":2012,"lang":"en","type":"article","venue":"Reading & Writing","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"The Internet; Reading (process); Poverty; Public relations; Internet access; Political science; Internet privacy; Business; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005235232,0.00007587771,0.00008567331,0.0001156333,0.0003470824,0.0004387353,0.0002832647,0.00003644528,6.435711e-7],"category_scores_gemma":[0.0002788317,0.0000750896,0.00001684214,0.0001495106,0.00002978989,0.005849202,0.0003070111,0.00008175912,0.00000618946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000273568,"about_ca_system_score_gemma":0.0000298532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001107384,"about_ca_topic_score_gemma":1.907573e-7,"domain_scores_codex":[0.9993497,0.00002915664,0.0001852992,0.00006310207,0.0001073542,0.0002653934],"domain_scores_gemma":[0.9992099,0.000392286,0.00008705822,0.0002064586,0.00005624778,0.00004803068],"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":[0.000003503816,0.000009887536,0.003520209,0.0001448907,0.000006220632,1.505238e-7,0.02132525,0.000003250779,0.0001241788,0.8409745,0.0007454475,0.1331426],"study_design_scores_gemma":[0.002001125,0.000558502,0.06621548,0.002623645,0.00004310675,0.0002909473,0.0228164,0.1323221,0.03225067,0.05845341,0.6799537,0.002470991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.148609,0.0005712666,0.8121462,0.002866719,0.0005908327,0.0005201004,0.000004018084,0.0008300433,0.03386171],"genre_scores_gemma":[0.8056028,0.00001528627,0.1939998,0.0002222549,0.0000860132,0.00001945249,0.000004920073,0.000005346638,0.00004417371],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.782521,"threshold_uncertainty_score":0.424053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915036384039406,"score_gpt":0.2439308277713403,"score_spread":0.2247804639309462,"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."}}