{"id":"W3150297789","doi":"10.29173/iasl8052","title":"The Role of Mobile Libraries in Developing a Culture of Reading","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Service (business); Literacy; Mobile technology; Population; Face (sociological concept); Information literacy; Library science; Mobile device; Sociology; Political science; Business; Computer science; World Wide Web; Pedagogy; Marketing; Social science","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":[0.0003494082,0.0001405754,0.0002550469,0.00009789937,0.0001537157,0.0002668223,0.001379839,0.00008345128,0.000003846805],"category_scores_gemma":[0.0003241863,0.0001109053,0.00004093063,0.0008077846,0.0001917318,0.001039295,0.0009577251,0.0002308537,0.000002141235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999342,"about_ca_system_score_gemma":0.0005708336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004187482,"about_ca_topic_score_gemma":0.00001100622,"domain_scores_codex":[0.9987875,0.00003077495,0.0004195508,0.0002041098,0.0002806928,0.0002773601],"domain_scores_gemma":[0.9981189,0.0001662371,0.0002117499,0.0002298717,0.001241961,0.00003130393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006818642,0.0000175942,0.005712816,0.00008637564,0.00001471,0.000002007434,0.4446902,0.000001639498,0.001532589,0.540674,0.0001615432,0.007099659],"study_design_scores_gemma":[0.0002662104,0.0001319338,0.00442,0.001080983,0.000005973104,0.00004428531,0.3936659,0.002073631,0.3976811,0.1766829,0.0235354,0.0004115971],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754514,0.002526493,0.005452908,0.001138778,0.000207243,0.0002569544,0.000007787541,0.0001396618,0.01481876],"genre_scores_gemma":[0.9732853,0.000248935,0.02604279,0.00007375074,0.00001517401,0.00003308104,0.00000148248,0.000007159762,0.0002923662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961485,"threshold_uncertainty_score":0.4522586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586890309070252,"score_gpt":0.2411403534466817,"score_spread":0.2252714503559792,"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."}}