{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07487747,0.002447897,0.002605027,0.003165239,0.0146089,0.01842816,0.009377327,0.1285949,0.124331],"category_scores_gemma":[0.09948837,0.001875935,0.006340084,0.002811499,0.006608371,0.01660068,0.01532579,0.04683412,0.07493882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007576875,"about_ca_system_score_gemma":0.0534595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007116295,"about_ca_topic_score_gemma":0.01859546,"domain_scores_codex":[0.9649661,0.007442211,0.002576964,0.003068093,0.01593719,0.006009441],"domain_scores_gemma":[0.8435549,0.04016392,0.004605723,0.006973727,0.05202281,0.05267896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000134261,0.00008222684,0.00007828075,0.0002900699,0.00001002596,0.00009585828,0.00008272165,0.00002810551,0.0001951094,0.001485146,0.9897334,0.007784821],"study_design_scores_gemma":[0.0001463938,0.0001205493,0.000624645,0.000962105,0.00003174409,0.00006056666,0.000809875,0.0001036673,0.0001369124,0.003092789,0.9938453,0.00006543523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003229859,0.005406595,0.0007295751,0.7450607,0.2364621,0.0006645426,0.0001975872,0.0002148927,0.01094102],"genre_scores_gemma":[0.003648367,0.004814604,0.004907034,0.7400799,0.0838416,0.001841732,0.0006510464,0.0003331382,0.1598825],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1285949,"threshold_uncertainty_score":0.4159288,"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."}}