{"id":"W2006309153","doi":"10.5210/fm.v19i11.4945","title":"Are there birds in the library? The extent of Twitter adoption and use by Canadian academic libraries","year":2014,"lang":"en","type":"article","venue":"First Monday","topic":"Web and Library Services","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Phenomenon; Academic library; World Wide Web; Social media; Business; Public relations; Internet privacy; Political science; Sociology; Library science; 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":[0.002125925,0.0002724329,0.0004163917,0.004187673,0.007809331,0.006144891,0.001515756,0.0006798976,0.005274027],"category_scores_gemma":[0.01288401,0.0003132044,0.0004046938,0.0104816,0.00237357,0.003478989,0.002738443,0.001117464,0.0006195472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03898541,"about_ca_system_score_gemma":0.04025061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878173,"about_ca_topic_score_gemma":0.9935319,"domain_scores_codex":[0.99729,0.0002746454,0.0001241538,0.0002961968,0.001185678,0.0008293635],"domain_scores_gemma":[0.9890225,0.001719286,0.002066228,0.000381953,0.004881697,0.001928416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002577308,0.00006035289,0.6792406,0.0004640633,0.00006756136,0.0005067766,0.2068366,0.0001558574,0.001437916,0.003270017,0.0109963,0.09670623],"study_design_scores_gemma":[0.000004169209,0.0000281353,0.7297236,0.0002155057,0.00004115478,0.0001185567,0.2425235,0.0002903844,0.0003761197,0.0001563221,0.02643553,0.00008704269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685916,0.001440421,0.0002437401,0.005386738,0.0000379633,0.00005304746,0.001862235,0.00003434614,0.02234993],"genre_scores_gemma":[0.9934033,0.001564616,0.0002441487,0.0005165509,0.00001378923,0.00001781869,0.0003951143,0.00001510482,0.003829662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9938551,"threshold_uncertainty_score":0.2828603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571193650814509,"score_gpt":0.1955664250163242,"score_spread":0.1798544885081791,"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."}}