{"id":"W1999533376","doi":"10.1145/1143549.1143808","title":"The Athabasca University mobile library project","year":2006,"lang":"en","type":"article","venue":"","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; World Wide Web; Mobile device; Multimedia; Digital library; Mobile apps; Library catalog","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008505546,0.0000565324,0.00004155059,0.00004508366,0.0004067244,0.0002026523,0.001560487,0.00002045268,0.00001123719],"category_scores_gemma":[0.000002946981,0.00003933693,0.00002775789,0.0003182263,0.00006190462,0.0006404125,0.0007907244,0.00007595994,0.00004726072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796059,"about_ca_system_score_gemma":0.0001220577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003422917,"about_ca_topic_score_gemma":0.00006289333,"domain_scores_codex":[0.999522,0.00007873728,0.00006073975,0.00008684613,0.0001012181,0.0001504936],"domain_scores_gemma":[0.9992384,0.0001952283,0.00002238115,0.0005150406,0.00001882339,0.00001011523],"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":[0.000001911099,0.00001472334,0.0008636295,0.000002988579,0.000004587524,0.000008817425,0.0003485728,0.00001040219,0.000003678901,0.8716097,0.1229401,0.004190863],"study_design_scores_gemma":[0.00007479794,0.00002451822,0.003941661,0.000005594349,7.946647e-7,0.000007254657,0.0003084793,0.002648983,0.0008303649,0.006477682,0.9855734,0.0001065176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04791535,0.0002597703,0.1427842,0.004440804,0.0005216071,0.0003939449,0.000002466335,0.001646826,0.802035],"genre_scores_gemma":[0.5871552,0.0001280146,0.1640287,0.0004828286,0.0001229859,0.000009734192,0.000006979271,0.00001697431,0.2480486],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.865132,"threshold_uncertainty_score":0.3128237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008822670929451116,"score_gpt":0.1927796062044258,"score_spread":0.1839569352749747,"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."}}