{"id":"W3146302852","doi":"10.29173/iasl7554","title":"Rendering a Comprehensive School and Community Library Service to Remote Rural Communities in South Africa by Forging Partnerships","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Service (business); Service delivery framework; Rural community; Rural area; Geography; Library science; Economic growth; Political science; Business; Sociology; Socioeconomics; Computer science; Marketing","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000525783,0.0001703322,0.0002270051,0.000151158,0.001129406,0.001213017,0.0005904012,0.00008318514,0.0001938022],"category_scores_gemma":[0.0002645199,0.0001767382,0.00002579771,0.00104651,0.0002120439,0.01323375,0.0005393812,0.0006490669,0.00003219215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003429121,"about_ca_system_score_gemma":0.0003109885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020326,"about_ca_topic_score_gemma":0.0001459103,"domain_scores_codex":[0.9984891,0.0002116654,0.0003317834,0.0001331198,0.000336695,0.0004976501],"domain_scores_gemma":[0.9987608,0.0001740623,0.0001133255,0.0001419509,0.0004527626,0.0003571069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002858636,0.0000200332,0.008083063,0.00006444972,0.000004756312,9.756423e-7,0.9850172,0.000001125108,0.00008527873,0.003053407,0.002403316,0.001237849],"study_design_scores_gemma":[0.0002300229,0.00006800138,0.002701906,0.0002631635,0.000002957568,0.000002856381,0.9048271,0.0003511574,0.0001762887,0.001856748,0.08929187,0.0002279025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744972,0.000168127,0.00003958801,0.008132793,0.00005490472,0.000216269,0.00004488972,0.0001473456,0.0166989],"genre_scores_gemma":[0.9906455,0.00008345743,0.001127928,0.006923101,0.00004733625,0.00001089638,0.00003833158,0.000009948245,0.001113445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08688856,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0829816972101032,"score_gpt":0.2883462627859008,"score_spread":0.2053645655757975,"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."}}