{"id":"W2301139141","doi":"10.69645/minh9678","title":"Introduction to systematic reviews for librarians","year":2016,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Systematic review; Political science; MEDLINE; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003618628,0.0001341599,0.0002845644,0.0003408649,0.002099082,0.00005368409,0.0003506717,0.00005828485,0.0006122581],"category_scores_gemma":[0.0009875032,0.00006780109,0.00005367205,0.00250365,0.00003943359,0.0003271159,0.000105853,0.000101587,0.001858463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438814,"about_ca_system_score_gemma":0.0002631103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101342,"about_ca_topic_score_gemma":0.00029548,"domain_scores_codex":[0.9973226,0.0006631723,0.0006983147,0.0003832004,0.0003219659,0.0006107358],"domain_scores_gemma":[0.9979559,0.0006715076,0.0002334335,0.0005659653,0.0004048996,0.0001682824],"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":[0.0000576677,0.00003730844,0.0001299987,0.0114818,0.00001700123,1.585952e-7,0.0005126634,0.000008525202,0.00004742789,0.001610906,0.9812056,0.004890892],"study_design_scores_gemma":[0.0003958943,0.00004414956,0.006593362,0.001702074,0.00003294619,9.081544e-7,0.001111689,0.0001209408,0.00000277541,0.0007929709,0.9890922,0.0001101271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003069394,0.0006393022,0.5196624,0.3894724,0.02038073,0.05126993,0.00001533924,0.0004397229,0.01505074],"genre_scores_gemma":[0.03610844,0.002047727,0.005019253,0.00809647,0.01081114,0.05137459,0.00002059803,0.00007059772,0.8864512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8714005,"threshold_uncertainty_score":0.9992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143467755669453,"score_gpt":0.4179252058498694,"score_spread":0.3035784302829242,"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."}}