{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01079421,0.0003185016,0.0004844446,0.0007429717,0.001057023,0.008083622,0.0007554493,0.0001300927,0.002058443],"category_scores_gemma":[0.02973938,0.0002513755,0.0000880825,0.002259776,0.0006453077,0.004083986,0.001124342,0.000940221,0.00007739836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560798,"about_ca_system_score_gemma":0.004336503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000299102,"about_ca_topic_score_gemma":0.00002726192,"domain_scores_codex":[0.9917763,0.002242651,0.0009467975,0.001285635,0.002990559,0.0007579958],"domain_scores_gemma":[0.9898848,0.007199047,0.0002572278,0.001007531,0.0009158055,0.0007355689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005460719,0.0002941497,0.3462995,0.0002260507,0.0001592024,0.00005900938,0.002178212,0.000008153489,0.003929563,0.09833667,0.3411155,0.2068479],"study_design_scores_gemma":[0.0008739707,0.0004027557,0.2232814,0.001402874,0.00004094855,0.00002787654,0.01018322,0.0002136554,0.01919771,0.2802742,0.4634535,0.0006479459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6416721,0.1236765,0.002194547,0.1677268,0.002178703,0.003409556,0.0002297237,0.0004162756,0.05849584],"genre_scores_gemma":[0.562405,0.002370802,0.3191158,0.006319193,0.002054628,0.000489204,0.00005477096,0.0001535301,0.107037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169213,"threshold_uncertainty_score":0.9999939,"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."}}