{"id":"W2124479596","doi":"10.18438/b8hw24","title":"C-EBLIP Fall Symposium: Librarians as Researchers – Call for Proposals","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Library science; Computer science; World Wide Web","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":[0.0007967482,0.000164116,0.000136788,0.0003575293,0.0002336216,0.003829889,0.0007101358,0.00009618622,0.00002584454],"category_scores_gemma":[0.00277656,0.0001429722,0.00004594702,0.0009799484,0.00006348023,0.4542082,0.0003412621,0.0001654446,0.0001412426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001833774,"about_ca_system_score_gemma":0.001563795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006776688,"about_ca_topic_score_gemma":2.354053e-8,"domain_scores_codex":[0.9983048,0.0002060156,0.0004171124,0.0002519527,0.000523305,0.0002968182],"domain_scores_gemma":[0.9968831,0.001993061,0.000233507,0.0003286611,0.000129317,0.0004323357],"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":[0.0008938165,0.00008571729,0.00133747,0.0001614272,0.00003527844,0.00001014588,0.001966534,0.0003429163,0.00001924965,0.7972441,0.1797827,0.01812057],"study_design_scores_gemma":[0.0006068739,0.0004459092,0.0001596027,0.00008783563,0.000005912135,0.00002992879,0.0003371937,0.02159137,0.001632528,0.002490323,0.9723939,0.0002186052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002242296,0.0009428283,0.1568258,0.5216317,0.0006355728,0.002000749,0.00001819696,0.00124114,0.3144617],"genre_scores_gemma":[0.09654011,0.001580783,0.3938923,0.4616486,0.000524077,0.0007453581,0.0001974045,0.00007010446,0.04480128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7947538,"threshold_uncertainty_score":0.9972042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890393892859473,"score_gpt":0.2860825860186152,"score_spread":0.2371786470900205,"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."}}