{"id":"W2028493440","doi":"10.5860/lrts.51n1.30","title":"A Review and Analysis of Library Availability Studies","year":2007,"lang":"en","type":"review","venue":"Library Resources and Technical Services","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Computer science; Quarter (Canadian coin); Circulation (fluid dynamics); Branching (polymer chemistry); Measure (data warehouse); Library circulation; Variation (astronomy); Library science; Operations research; World Wide Web; Information retrieval; Library automation; History; Mathematics; Database; Engineering; Archaeology","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":[0.0002595689,0.0005309689,0.002910644,0.0009267524,0.0001419159,0.0005054632,0.001408498,0.0003044253,0.00009619964],"category_scores_gemma":[0.0000223187,0.000360794,0.0005101055,0.005586318,0.0002505259,0.003008235,0.00318696,0.0003062413,0.00000428543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007134599,"about_ca_system_score_gemma":0.00007118589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003225774,"about_ca_topic_score_gemma":0.000001744198,"domain_scores_codex":[0.9970342,0.0001732678,0.001217988,0.0009478448,0.0002968753,0.0003298393],"domain_scores_gemma":[0.9974188,0.0009347024,0.0006244902,0.0007498139,0.00002120051,0.0002509914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008534963,0.00008063771,0.001601542,0.116303,0.002133687,0.00001417746,0.000150089,7.484365e-8,3.941783e-8,0.002472345,0.004507702,0.8727281],"study_design_scores_gemma":[0.00005486318,0.00006911861,0.0004920926,0.0106221,0.002074829,0.00001931394,0.00001390637,0.0000161326,7.330609e-7,0.0005939858,0.9856586,0.0003843056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004858106,0.9880752,0.00001581021,0.0003423393,0.00003032497,0.0005516114,0.00005365158,0.000493453,0.01038901],"genre_scores_gemma":[0.000006697437,0.9931806,0.003139026,0.00153215,0.00003681677,0.00004359275,0.00008596193,0.00003044284,0.001944691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811509,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232461346282407,"score_gpt":0.3033460443170178,"score_spread":0.2610214308541937,"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."}}