{"id":"W2952520814","doi":"10.29173/slw8226","title":"Evidence, Standards, and School Librarianship: Prevailing Policies, Promising Methods, and Progress on a Research Agenda","year":2021,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Museum and Library Services","keywords":"Educational research; Political science; Evidence-based policy; School library; Library science; Public relations; Sociology; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6655503,0.001791705,0.006309071,0.03141119,0.01004888,0.06155788,0.01098915,0.02038288,0.006143805],"category_scores_gemma":[0.7055394,0.00263331,0.003753714,0.03025677,0.0570332,0.05140684,0.01989613,0.02926162,0.001182946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04922958,"about_ca_system_score_gemma":0.1939149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02898847,"about_ca_topic_score_gemma":0.04556476,"domain_scores_codex":[0.4516084,0.4240519,0.05232403,0.01339324,0.05232936,0.006293084],"domain_scores_gemma":[0.07469781,0.8197194,0.02380255,0.01975175,0.05644848,0.005580048],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004446474,0.0005151764,0.01485006,0.02475326,0.0005682575,0.00009061002,0.008463743,0.0009368715,0.0002000725,0.5730896,0.01525343,0.3608343],"study_design_scores_gemma":[0.0003798539,0.0006179134,0.01147755,0.1709317,0.001152735,0.0001686345,0.03392798,0.002771242,0.001668716,0.6503897,0.1261273,0.000386639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007653991,0.3182749,0.02161638,0.6329946,0.003549829,0.001122748,0.0003883353,0.0001767499,0.01422255],"genre_scores_gemma":[0.3260366,0.258322,0.2840722,0.1159862,0.003547657,0.007740675,0.0009218157,0.0002065742,0.003166414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3344497,"threshold_uncertainty_score":0.4124361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3088686580518988,"score_gpt":0.5280143375500003,"score_spread":0.2191456794981015,"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."}}