{"id":"W2078066985","doi":"10.1080/19322900902896481","title":"Views and Dreams: A Delphi Investigation into Library 2.0 Applications","year":2009,"lang":"en","type":"article","venue":"Journal of Web Librarianship","topic":"Web and Library Services","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; World Wide Web; Skepticism; Psychology; Delphi; Computer science; Library science; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002523415,0.0001443762,0.000227723,0.0002783168,0.0001199832,0.0007195388,0.001067467,0.00009005174,0.0000252744],"category_scores_gemma":[0.00001434356,0.0001184098,0.00006783476,0.0006740664,0.00004463848,0.01027215,0.000116206,0.0002527958,0.00001473122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006897204,"about_ca_system_score_gemma":0.0003078437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001660041,"about_ca_topic_score_gemma":8.864351e-7,"domain_scores_codex":[0.9987463,0.0001263278,0.0005178839,0.0002055855,0.0002347028,0.0001692064],"domain_scores_gemma":[0.9988244,0.0001192453,0.0003951669,0.0003324597,0.00003191529,0.0002967976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005606281,0.000193915,0.01921321,0.0001162,0.00006099103,0.00006782571,0.00626033,0.00003851238,0.008516127,0.7389478,0.03139466,0.1951344],"study_design_scores_gemma":[0.0009685952,0.000686739,0.0813302,0.0001804715,0.0000320119,0.0002987793,0.0002474917,0.004349787,0.004463587,0.6360586,0.2709603,0.0004235049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5633853,0.01891638,0.1324634,0.2417087,0.0008433929,0.001030022,0.000008912752,0.0007653862,0.04087847],"genre_scores_gemma":[0.8344661,0.0003378644,0.1537852,0.01031427,0.0007581163,0.000005730723,0.000005074648,0.00001518255,0.0003124334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710808,"threshold_uncertainty_score":0.744706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072500141414321,"score_gpt":0.2285875640337667,"score_spread":0.2078625626196235,"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."}}