{"id":"W2131005499","doi":"10.18438/b8q021","title":"The State of Systematic Reviews in Library and Information Studies","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; State (computer science); Computer science; Information retrieval; Data science; World Wide Web; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2682048,0.002094616,0.01272226,0.05023659,0.002464125,0.01349275,0.005336934,0.01008803,0.01689195],"category_scores_gemma":[0.6996025,0.003475374,0.008557878,0.04392219,0.006849157,0.01366189,0.007369798,0.006343443,0.003739596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01705716,"about_ca_system_score_gemma":0.04141905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009970223,"about_ca_topic_score_gemma":0.02763363,"domain_scores_codex":[0.6507921,0.1615067,0.1216156,0.01145975,0.05177294,0.002852906],"domain_scores_gemma":[0.2250016,0.6414192,0.05825316,0.01545616,0.05584549,0.004024431],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005880594,0.00003631812,0.001170235,0.8349709,0.007139609,0.00009980823,0.000454292,0.0002698258,0.0003289293,0.003669095,0.02669282,0.1245801],"study_design_scores_gemma":[0.0003151514,0.0002267186,0.003155987,0.8854685,0.0162573,0.0002688888,0.0004043719,0.0002948745,0.0002670519,0.006013039,0.08724467,0.00008342308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003049176,0.9716762,0.002095556,0.01728209,0.005649316,0.000623043,0.001221634,0.00006502914,0.001082126],"genre_scores_gemma":[0.01906374,0.9494141,0.006137578,0.01427283,0.004459219,0.00433151,0.001328543,0.00007902522,0.0009135062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9497634,"threshold_uncertainty_score":0.9024338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653093393079978,"score_gpt":0.4728561313469503,"score_spread":0.3075467920389525,"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."}}