{"id":"W4311524486","doi":"10.18438/eblip30275","title":"Evidence Summary Theme: Management","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Focus (optics); Theme (computing); Computer science; Data science; Domain (mathematical analysis); World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.1235919,0.002945365,0.007964839,0.01172225,0.003204583,0.01957417,0.00508728,0.02017971,0.03025152],"category_scores_gemma":[0.3610068,0.001676528,0.00560746,0.009164936,0.004245857,0.01383744,0.01331737,0.01564775,0.01780294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009267155,"about_ca_system_score_gemma":0.04036412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342836,"about_ca_topic_score_gemma":0.001324033,"domain_scores_codex":[0.8391361,0.06743975,0.04901553,0.00679441,0.03490201,0.002712152],"domain_scores_gemma":[0.743289,0.09047982,0.04292386,0.01575233,0.09646951,0.01108551],"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":[0.0002838581,0.00007925859,0.000417058,0.07077416,0.0007178552,0.0001409191,0.0006337455,0.0002123953,0.0005495957,0.01914514,0.5403782,0.3666679],"study_design_scores_gemma":[0.0002864793,0.0001718775,0.0005126086,0.1481576,0.0007709207,0.0003722325,0.000511532,0.0005042384,0.0004687092,0.02581738,0.8223535,0.00007290005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003891267,0.2486423,0.01409838,0.5826221,0.1279771,0.006524255,0.001706383,0.0003212542,0.01771913],"genre_scores_gemma":[0.0192597,0.3942685,0.08109034,0.2802444,0.1758181,0.02016723,0.003407377,0.0006600584,0.02508427],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1235919,"threshold_uncertainty_score":0.6536243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4291183661049529,"score_gpt":0.4427460010372043,"score_spread":0.01362763493225139,"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."}}