{"id":"W2763433915","doi":"10.1016/b978-0-08-100598-9.00015-5","title":"A Decade of Distributed Library Learning","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Library science; Variety (cybernetics); Digital library; Institution; Medical education; Medicine; Computer science; Sociology; Social science; Art","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":[0.002426081,0.0006012021,0.0006453468,0.001358996,0.002123411,0.01022739,0.002145472,0.002799393,0.0420352],"category_scores_gemma":[0.004062718,0.0003595748,0.0003603655,0.003741116,0.00628599,0.01163254,0.006151172,0.004370492,0.01267558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005097912,"about_ca_system_score_gemma":0.004810129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003394989,"about_ca_topic_score_gemma":0.004551052,"domain_scores_codex":[0.9987393,0.000327423,0.00003984365,0.0001927398,0.0005277045,0.0001729942],"domain_scores_gemma":[0.9971807,0.001213106,0.0001027989,0.0005545569,0.0003736605,0.000575159],"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":[0.00003467645,0.00008287551,0.0002028692,0.0002943336,0.000007333207,0.00003954978,0.001654356,0.0005139666,0.0001560896,0.3496538,0.2086096,0.4387506],"study_design_scores_gemma":[0.000005297777,0.000009187356,0.0001887922,0.0002016023,0.00000185633,0.0000475134,0.0004526959,0.0003009362,0.00007472313,0.06004156,0.9386713,0.000004470558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004182132,0.1409421,0.02206649,0.05783781,0.0060253,0.00003545436,0.0000977854,0.0008939959,0.767919],"genre_scores_gemma":[0.1204523,0.1136281,0.009930875,0.01352035,0.0100171,0.00009956422,0.0002073981,0.000667742,0.7314766],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9897726,"threshold_uncertainty_score":0.1406217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287527337793724,"score_gpt":0.2174288452068188,"score_spread":0.2045535718288815,"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."}}