{"id":"W2808149330","doi":"10.15273/jue.v3i1.8203","title":"More Than Just Shelves: Patron Perceptions of a Downtown Halifax Library","year":2013,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Downtown; Space (punctuation); Nova scotia; Perception; Value (mathematics); National library; Window (computing); History; Advertising; Visual arts; Library science; Computer science; Art; Business; World Wide Web; Psychology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004211914,0.0001516726,0.0002040523,0.0003729069,0.00123874,0.000504776,0.0004787176,0.0001324226,0.000693223],"category_scores_gemma":[0.00005798036,0.0001229886,0.0004667815,0.0009221608,0.0006214869,0.004337911,0.00002974114,0.00025338,0.0000247767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000167664,"about_ca_system_score_gemma":0.0003562329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890675,"about_ca_topic_score_gemma":0.0002164609,"domain_scores_codex":[0.9982128,0.0001583485,0.0004386214,0.0002061132,0.0005322233,0.0004519513],"domain_scores_gemma":[0.9988973,0.0001513927,0.0003001587,0.0001692623,0.0001373268,0.0003446332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009472854,0.0006851249,0.3471111,0.0001358091,0.000251419,0.000008613601,0.06156584,0.00007286837,0.00501064,0.07836296,0.4789014,0.02779948],"study_design_scores_gemma":[0.00175653,0.00137993,0.2141355,0.0003130742,0.0001867528,0.00002887957,0.2791194,0.0003507877,0.0008817248,0.3518292,0.1489642,0.001053945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595094,0.000191709,0.001271035,0.1181928,0.001201525,0.0007722895,0.00006264522,0.0001388161,0.01865979],"genre_scores_gemma":[0.9905365,0.0006368126,0.003377441,0.0005314855,0.000534216,0.00003122368,0.00002858908,0.00001743202,0.004306311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299373,"threshold_uncertainty_score":0.9527512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046618650564272,"score_gpt":0.3351826706408126,"score_spread":0.2947164841351699,"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."}}