{"id":"W2283123041","doi":"","title":"Deciding Crises in Academic Libraries","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0160129,0.0004916249,0.0007101643,0.004611441,0.01851737,0.03103074,0.002150197,0.006479887,0.01180261],"category_scores_gemma":[0.06625459,0.0006083095,0.0004240223,0.00626024,0.01338489,0.02440784,0.01681309,0.00792098,0.002664555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01879039,"about_ca_system_score_gemma":0.01949743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136011,"about_ca_topic_score_gemma":0.01186108,"domain_scores_codex":[0.9794555,0.01169186,0.001237954,0.0008941005,0.002683825,0.004036664],"domain_scores_gemma":[0.9635127,0.01380747,0.005076778,0.0006265735,0.006427899,0.01054866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000725792,0.0003825479,0.03669175,0.001409901,0.0001023998,0.004780705,0.2466531,0.001815015,0.0006921132,0.2136427,0.3668432,0.1262608],"study_design_scores_gemma":[0.00007184705,0.00009924325,0.01244162,0.001263806,0.00002947543,0.0006536139,0.5287213,0.0007732387,0.0007136143,0.1096613,0.3454111,0.0001598429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2725427,0.02083669,0.004288568,0.4652556,0.004261852,0.0003473127,0.000435695,0.0004352591,0.2315964],"genre_scores_gemma":[0.9264829,0.008943649,0.001668618,0.04351801,0.002007045,0.0001637284,0.0002284794,0.000163034,0.01682451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03103074,"threshold_uncertainty_score":0.1363345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4510914953100572,"score_gpt":0.5992890316738808,"score_spread":0.1481975363638236,"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."}}