{"id":"W2499930004","doi":"10.1515/9783110281040.139","title":"Building Community and Fostering Connection in a Canadian Academic Library through a Buttons Campaign","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Academic library; Political science; Sociology; Library science; Engineering; Computer science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000154569,0.0002826408,0.0002908557,0.0003303566,0.0002305762,0.0003448495,0.001039315,0.0004223559,0.0003434742],"category_scores_gemma":[0.00000449285,0.0002763121,0.00004371295,0.00009476834,0.00004726608,0.003792256,0.001110256,0.001244887,0.00005336637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005859939,"about_ca_system_score_gemma":0.0002675509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2701941,"about_ca_topic_score_gemma":0.1263473,"domain_scores_codex":[0.9987822,0.0000776131,0.0002886376,0.0003465455,0.0001127777,0.0003922814],"domain_scores_gemma":[0.9989341,0.0001716674,0.0001026684,0.0005208156,0.00001167976,0.0002590738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000188703,0.000003606293,0.0004162733,0.00008120684,0.00001777507,0.00002044952,0.001671867,0.000005868625,0.00004355418,0.9867473,0.002831342,0.008158909],"study_design_scores_gemma":[0.0003430495,0.0001172604,0.001593504,0.0008849254,0.00001236646,0.0001131176,0.0002025704,0.004971478,0.0002715843,0.506473,0.4840226,0.0009945363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01256371,0.001379599,0.002093166,0.00228429,0.0003022668,0.0004334303,0.00001563231,0.0003299531,0.980598],"genre_scores_gemma":[0.6668895,0.002855099,0.0747336,0.02131023,0.0005719742,0.00007949748,0.0001027643,0.0002280494,0.2332292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7473687,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984260603836455,"score_gpt":0.239949847226189,"score_spread":0.2001072411878244,"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."}}