{"id":"W6991896526","doi":"","title":"International Collaborations: Librarians Without Borders and Librii in\\nGhana","year":2013,"lang":"en","type":"article","venue":"Scholar Commons (Santa Clara University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Work (physics); Developing country; Executive director; Sustainable development; Human resources; Information system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217483,0.00008514513,0.0000963848,0.0003379679,0.0006819533,0.0006119451,0.0004531849,0.0001022262,0.0004539014],"category_scores_gemma":[0.00009752515,0.00009773894,0.00002527225,0.001106801,0.0002884726,0.008006859,0.00009757581,0.0002418768,0.00005450832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006162428,"about_ca_system_score_gemma":0.000415677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194861,"about_ca_topic_score_gemma":0.002977213,"domain_scores_codex":[0.9990003,0.0002172457,0.000114146,0.0002277188,0.0002279963,0.0002125816],"domain_scores_gemma":[0.9995117,0.00006073708,0.00005953705,0.0001406349,0.00006997462,0.0001574718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003285724,0.0001455668,0.7640904,0.000005500241,0.00003165384,0.0000503153,0.007903649,0.00001281027,0.0006976489,0.2120424,0.007853358,0.007133838],"study_design_scores_gemma":[0.0005091123,0.00004311942,0.06401578,0.00002428391,0.000008181987,0.000001511754,0.02752642,0.0001949736,0.0000650694,0.001638519,0.9057741,0.0001989786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7363284,0.00006370618,0.00007057237,0.01242894,0.0001986081,0.0002936512,0.000014922,0.00007818001,0.250523],"genre_scores_gemma":[0.9919558,0.0004037636,0.001111598,0.0002868313,0.00006465098,0.000001431275,0.00001998178,0.000005611244,0.006150379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8979207,"threshold_uncertainty_score":0.5901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353422431536816,"score_gpt":0.2623360675330803,"score_spread":0.2388018432177121,"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."}}