{"id":"W2164002131","doi":"10.1002/meet.14504901272","title":"Social media and academic libraries: Current trends and future challenges","year":2012,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Web and Library Services","field":"Computer Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba","funders":"","keywords":"Social media; Academic library; Period (music); Public relations; Political science; Library science; Sociology; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008516942,0.0002682004,0.0007297741,0.00433981,0.002067231,0.008696602,0.001411403,0.002798646,0.009505608],"category_scores_gemma":[0.009519788,0.0002937885,0.0004355579,0.01102899,0.003304829,0.01249607,0.002375097,0.00223194,0.0008015293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007498612,"about_ca_system_score_gemma":0.01195978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07301431,"about_ca_topic_score_gemma":0.1269672,"domain_scores_codex":[0.9971871,0.0008089097,0.0002661948,0.0003316329,0.0008220408,0.0005842226],"domain_scores_gemma":[0.9769232,0.01112927,0.00315693,0.0003251082,0.00491673,0.003548736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003294344,0.0004623762,0.1573317,0.004819999,0.00008159736,0.0003846688,0.00567622,0.0002995844,0.0004930548,0.01718427,0.05199868,0.7609383],"study_design_scores_gemma":[0.00006105964,0.0005220289,0.4862379,0.009884665,0.0001744334,0.001369965,0.1171287,0.002368123,0.0005237616,0.01692749,0.3646061,0.0001958341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09158707,0.4269539,0.0007646218,0.4534512,0.001322004,0.00005138858,0.001024109,0.0001600984,0.02468557],"genre_scores_gemma":[0.5365985,0.4302511,0.00234679,0.02023776,0.0047377,0.0000914843,0.0006762638,0.00004728853,0.005013223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913034,"threshold_uncertainty_score":0.1451787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216522289274838,"score_gpt":0.2671759884741362,"score_spread":0.2455237595466524,"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."}}