{"id":"W2792740596","doi":"10.18438/eblip29427","title":"EBLIP Gets an Upgrade","year":2018,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Upgrade; Computer science; World Wide Web; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008057544,0.0001476027,0.0001180652,0.000312408,0.0004020975,0.002867919,0.001047695,0.0000767505,0.0001522207],"category_scores_gemma":[0.0004590268,0.0001246676,0.00003046048,0.0007817519,0.0001277091,0.8242787,0.0002481286,0.0001435674,0.000719344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006339678,"about_ca_system_score_gemma":0.0002819325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004643669,"about_ca_topic_score_gemma":1.617724e-8,"domain_scores_codex":[0.9983252,0.0002241283,0.000525421,0.0002103352,0.0004570633,0.0002579045],"domain_scores_gemma":[0.9981161,0.0004929613,0.0003978412,0.0006291221,0.0001092472,0.0002547184],"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":[0.00009900718,0.00004376138,0.0005974672,0.00006439435,0.000008997862,0.000004145262,0.004634432,0.00004991039,0.00007934814,0.8941425,0.01385147,0.08642457],"study_design_scores_gemma":[0.0002063291,0.0004099525,0.003825468,0.00008121463,0.000002098374,0.0000495979,0.0006867942,0.09665494,0.003957372,0.0003829075,0.8935289,0.0002143913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01347935,0.0005555695,0.6311249,0.2386495,0.001944557,0.0008583365,0.00001255596,0.001677642,0.1116975],"genre_scores_gemma":[0.535805,0.0005362834,0.0865024,0.3760823,0.0004870839,0.00003658965,0.00004068921,0.000009656667,0.0004999453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8937596,"threshold_uncertainty_score":0.9981672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038852740014921,"score_gpt":0.2609787154514935,"score_spread":0.2405901880513443,"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."}}