{"id":"W2891921227","doi":"10.18438/eblip29463","title":"Valued Academic Library Services Are Not Necessarily the Ones That Are Used Most Frequently, Students’ Service and Social Media Communication Priorities Should Also Be Considered","year":2018,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Social media; Club; Service (business); Scale (ratio); Point (geometry); Psychology; Medical education; Library science; Computer science; World Wide Web; Medicine; Business; Marketing; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007523655,0.0002562223,0.0007871099,0.004395492,0.003169648,0.01507082,0.0008325803,0.001110788,0.0142056],"category_scores_gemma":[0.0357057,0.0002806644,0.0004264619,0.007982012,0.00159185,0.009689597,0.00313418,0.001486407,0.003950776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620225,"about_ca_system_score_gemma":0.006866194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007576553,"about_ca_topic_score_gemma":0.02176767,"domain_scores_codex":[0.9885383,0.005066995,0.001210087,0.0004373568,0.003546447,0.001200825],"domain_scores_gemma":[0.970542,0.01065969,0.003191204,0.000827654,0.009495872,0.005283643],"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":[0.0001421154,0.0002976256,0.1151495,0.006366816,0.0002774665,0.0007296291,0.02702367,0.0001934806,0.001362256,0.01442495,0.09526209,0.7387704],"study_design_scores_gemma":[0.00002508529,0.0002679648,0.1934249,0.004885826,0.0002045729,0.001019974,0.1820033,0.0002940925,0.001365003,0.007687664,0.6086569,0.000164756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5512652,0.08097051,0.007294971,0.1270103,0.003160815,0.0002827672,0.002432495,0.0004932468,0.2270897],"genre_scores_gemma":[0.9170356,0.04080277,0.006770155,0.01055924,0.001182558,0.0001673027,0.0009121971,0.0002670086,0.02230318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507082,"threshold_uncertainty_score":0.04752249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05964464229119021,"score_gpt":0.2945710153993044,"score_spread":0.2349263731081142,"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."}}