{"id":"W2079562825","doi":"10.1108/nlw-05-2014-0063","title":"New perspectives on community library development in Africa","year":2015,"lang":"en","type":"article","venue":"New Library World","topic":"Library Science and Administration","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of British Columbia","funders":"","keywords":"Community development; Originality; Sociology; Equity (law); Context (archaeology); Value (mathematics); Politics; Public relations; Knowledge management; Political science; Social science; Computer science; Geography; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009445119,0.0005130889,0.0003971946,0.005308986,0.0129641,0.01618703,0.001526093,0.002735141,0.01157603],"category_scores_gemma":[0.01275179,0.0003060128,0.0004371112,0.00593412,0.01889154,0.01519765,0.01443256,0.00298921,0.0006422973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093496,"about_ca_system_score_gemma":0.02424234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076012,"about_ca_topic_score_gemma":0.01352339,"domain_scores_codex":[0.9900641,0.006964422,0.000202041,0.0002464681,0.0007035249,0.001819484],"domain_scores_gemma":[0.9869038,0.008053232,0.0009601873,0.0003928997,0.001589783,0.002100076],"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":[0.00003260306,0.00005913534,0.002005733,0.0004822228,0.000008393593,0.001071183,0.07648233,0.0003509402,0.0001456426,0.8619041,0.007338623,0.05011915],"study_design_scores_gemma":[0.00002274378,0.00004941257,0.001981428,0.001400498,0.00001209165,0.0007548424,0.1992132,0.0004412823,0.0004642938,0.1791121,0.6165162,0.00003190455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1236162,0.05506239,0.014025,0.2727186,0.001258461,0.0002208618,0.00009555605,0.00009930052,0.5329037],"genre_scores_gemma":[0.9426688,0.01753614,0.004522564,0.008089884,0.0005323516,0.0001915338,0.0000219668,0.00004121294,0.02639552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01618703,"threshold_uncertainty_score":0.07933909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255229338010165,"score_gpt":0.2976566037655878,"score_spread":0.2051043103854862,"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."}}