{"id":"W2118287511","doi":"10.2304/pfie.2008.6.1.59","title":"Digital Library and Digital Reference Service: Integration and Mutual Complementarity","year":2008,"lang":"en","type":"article","venue":"Policy Futures in Education","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Complementarity (molecular biology); Digital library; Computer science; Service (business); Digital reference; World Wide Web; Service design; Service delivery framework; Business; Marketing","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":[0.00001901944,0.0001118311,0.00008585872,0.0002855613,0.000156306,0.0008794664,0.0002076639,0.00004183518,0.000009983944],"category_scores_gemma":[0.000034614,0.0001024474,0.00001046375,0.0006152909,0.00004929801,0.007327292,0.0002397616,0.00008913812,0.000008052009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000244108,"about_ca_system_score_gemma":0.0003483079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003540927,"about_ca_topic_score_gemma":0.00001720999,"domain_scores_codex":[0.9992983,0.00001459468,0.0001735485,0.0002468255,0.0001239565,0.000142798],"domain_scores_gemma":[0.9996474,0.00005772389,0.00005073904,0.0001339577,0.00001671349,0.00009346153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003281768,0.0002555313,0.2593156,0.00003086082,0.000009974269,0.000002484636,0.009314905,0.000001800727,0.00002014256,0.1441933,0.0136702,0.5731524],"study_design_scores_gemma":[0.0004929053,0.00009171432,0.7684806,0.00004620173,0.000001605964,0.0001362406,0.001745519,0.001107768,0.0004188046,0.03288796,0.1941752,0.0004154733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338594,0.0001921944,0.0002471122,0.005528478,0.0001552066,0.0001451367,0.00001831561,0.0001073248,0.05974682],"genre_scores_gemma":[0.9946972,0.0001230199,0.00152025,0.001487324,0.0001947409,0.00001517672,0.0001213772,0.000005940014,0.001835046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.572737,"threshold_uncertainty_score":0.8480715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040747190329702,"score_gpt":0.2551252921230018,"score_spread":0.2347178202197048,"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."}}