{"id":"W1546608045","doi":"10.18438/b85c9h","title":"Librarians Are Attracted to Blogs That Support Professional Continuing Education","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Content analysis; Social media; Politics; Psychology; Sociology; Public relations; Library science; World Wide Web; Computer science; Social science; Political science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002563059,0.0001728505,0.0003325748,0.002979752,0.003543825,0.006647861,0.0005110191,0.001178188,0.01698569],"category_scores_gemma":[0.02119177,0.0003190536,0.0002875866,0.004334359,0.001188363,0.003706161,0.002730219,0.0008185078,0.004350479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006592187,"about_ca_system_score_gemma":0.001040869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061708,"about_ca_topic_score_gemma":0.003145323,"domain_scores_codex":[0.9965834,0.001399911,0.0002036499,0.0002687438,0.001126217,0.0004180471],"domain_scores_gemma":[0.9694401,0.01476323,0.008677536,0.00126638,0.002922488,0.00293025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004298551,0.0006630641,0.4739708,0.001131225,0.00009566914,0.002885094,0.08267384,0.00007845774,0.004755745,0.002307437,0.05123709,0.3797717],"study_design_scores_gemma":[0.00007498147,0.0005287856,0.5342235,0.0005704442,0.0001145182,0.004962995,0.2501291,0.0002432031,0.001913428,0.00131907,0.2058319,0.00008813947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947766,0.002855389,0.001819549,0.008322897,0.0003497873,0.0001631636,0.0002854998,0.0004523023,0.09097487],"genre_scores_gemma":[0.9643431,0.002753097,0.003546434,0.004898312,0.0006345294,0.0001123842,0.0003828616,0.000099955,0.02322923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9933521,"threshold_uncertainty_score":0.05682278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171095341417322,"score_gpt":0.2415273931002543,"score_spread":0.2298164396860811,"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."}}