{"id":"W1983295782","doi":"10.1353/pla.2014.0031","title":"The Measureable Effects of Closing a Branch Library: Circulation, Instruction, and Service Perception","year":2014,"lang":"en","type":"article","venue":"portal Libraries and the Academy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Closing (real estate); Circulation (fluid dynamics); Service (business); Perception; Library science; Library circulation; Computer science; Psychology; Political science; Business; Engineering; Marketing; Library automation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005620365,0.0000739009,0.0001119963,0.00003205827,0.001335237,0.0005056587,0.0002050785,0.00007216926,0.00003858475],"category_scores_gemma":[0.0001364226,0.00004182281,0.00002763061,0.0003062603,0.000755857,0.0113134,0.00007372114,0.0001133938,0.000003518383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001879593,"about_ca_system_score_gemma":0.00004969584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101017,"about_ca_topic_score_gemma":0.000002355029,"domain_scores_codex":[0.9990726,0.0001871442,0.0002342457,0.0001060425,0.0002406031,0.0001593974],"domain_scores_gemma":[0.9992537,0.0004097214,0.0001600244,0.0000846929,0.00002290873,0.00006898047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002737244,0.000002779592,0.01082601,0.00003454903,0.00000877516,2.349316e-8,0.01910381,0.00000402852,0.00002094604,0.955366,0.0004449717,0.01416077],"study_design_scores_gemma":[0.0009235173,0.00002089093,0.2089257,0.00005473162,0.00002439797,0.000006009367,0.003716713,0.001548852,0.0002558774,0.2807873,0.5035864,0.0001496202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145198,0.001074199,0.0001109304,0.05329753,0.0002448113,0.0003689015,0.00000254968,0.00007682353,0.03030438],"genre_scores_gemma":[0.9941207,0.0007006943,0.0001206488,0.004507858,0.0002254507,0.000008029244,0.00000437576,0.000005089124,0.0003071414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6745786,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007300544000739285,"score_gpt":0.219554197464556,"score_spread":0.2122536534638167,"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."}}