{"id":"W2090177851","doi":"10.1300/j111v45n01_17","title":"Designing Library Services for the PDA","year":2006,"lang":"en","type":"article","venue":"Journal of Library Administration","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Mobile device; Computer science; Digital library; World Wide Web; Multimedia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001435052,0.0004746434,0.0003961786,0.00104344,0.002701288,0.005952333,0.001425403,0.001298116,0.009818492],"category_scores_gemma":[0.004104573,0.0006090513,0.0005356355,0.001005633,0.0008374893,0.003144125,0.002348628,0.0008207756,0.004529823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611051,"about_ca_system_score_gemma":0.002801319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007674149,"about_ca_topic_score_gemma":0.0070483,"domain_scores_codex":[0.99887,0.0004878962,0.00008838,0.0001424318,0.0002281924,0.0001832315],"domain_scores_gemma":[0.9987734,0.0003533363,0.00007807973,0.0001515937,0.0003362153,0.0003073186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001264086,0.001061586,0.0317905,0.002490364,0.000179056,0.006777567,0.022745,0.02132256,0.07002065,0.1020264,0.05769324,0.682629],"study_design_scores_gemma":[0.0002605185,0.0007764621,0.009403761,0.000661069,0.0002675767,0.003214519,0.02194848,0.07625065,0.02897224,0.01505366,0.8430243,0.0001667935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3431376,0.001832314,0.4903392,0.005494836,0.0004414755,0.002329632,0.0004816875,0.01087174,0.1450714],"genre_scores_gemma":[0.6833346,0.001295224,0.2572804,0.0007231999,0.0001086414,0.000594224,0.0003955729,0.0006603377,0.05560781],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9940476,"threshold_uncertainty_score":0.03284615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128488969135959,"score_gpt":0.243585935852955,"score_spread":0.2323010461615954,"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."}}