{"id":"W3014333066","doi":"10.5539/jsd.v13n2p126","title":"African Library Information Services and Contribution to Sustainable Development: A Perception Paper","year":2020,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Business; General partnership; Sustainable development; Public relations; Information society; Sustainability; Knowledge management; Information literacy; Order (exchange); Quality (philosophy); Enabling; Political science; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0008594688,0.0001220133,0.0001786962,0.0002417867,0.0008442845,0.0007124306,0.0002644896,0.00007602005,0.0001965051],"category_scores_gemma":[0.0001743357,0.0001095865,0.00002916244,0.000825671,0.00005384883,0.01221512,0.0001281228,0.0001258913,0.00002853389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264922,"about_ca_system_score_gemma":0.002525074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003707573,"about_ca_topic_score_gemma":0.000007872685,"domain_scores_codex":[0.998176,0.0000827292,0.0005586732,0.0001261664,0.0005813551,0.0004751185],"domain_scores_gemma":[0.9986289,0.00003151537,0.000306972,0.00004732642,0.0005107339,0.0004745706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005690635,0.0001232117,0.01818156,0.0006333354,0.00007312888,0.0003023253,0.8620673,0.0001016669,0.0004310973,0.07667123,0.007907103,0.03293899],"study_design_scores_gemma":[0.0002354365,0.00009393384,0.0320918,0.00002406315,0.000004730329,0.000003409693,0.3058221,0.000009094538,0.0003560545,0.0003532952,0.6608861,0.0001199191],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966232,0.00007497267,0.001013837,0.0266824,0.00007450776,0.0005221798,7.930429e-7,0.00004886401,0.005350437],"genre_scores_gemma":[0.9892861,0.00005250255,0.004577212,0.003751088,0.0001576863,0.00001168215,0.00001500629,0.000006033681,0.002142651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652979,"threshold_uncertainty_score":0.8855669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00884961550366449,"score_gpt":0.2292567313524404,"score_spread":0.2204071158487759,"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."}}