{"id":"W3151854176","doi":"10.29173/iasl7518","title":"School Libraries as Windows to the World","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Reading (process); Computer science; Library science; World Wide Web; Political science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003723302,0.000157718,0.0001611348,0.0001039556,0.0002124575,0.001068612,0.001173078,0.00004499047,0.0002520515],"category_scores_gemma":[0.001527653,0.0001150498,0.00005369113,0.00105487,0.00005997928,0.001256401,0.0005541656,0.0002690981,0.0005367852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002532008,"about_ca_system_score_gemma":0.001060935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002061429,"about_ca_topic_score_gemma":0.00002258971,"domain_scores_codex":[0.9985557,0.00002824176,0.0002055423,0.000471557,0.0003952118,0.000343764],"domain_scores_gemma":[0.9980618,0.0001830762,0.000070187,0.0002729915,0.001054862,0.0003571344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001481847,0.00009494012,0.004107499,0.00003008607,0.00002610237,0.00001321506,0.1037843,0.000001570095,0.0007994871,0.7452344,0.09771841,0.04817508],"study_design_scores_gemma":[0.0002118664,0.0001150275,0.01250568,0.000128144,0.00001258462,0.00007332228,0.02636526,0.00027039,0.02490717,0.0829197,0.8520801,0.0004107305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.554091,0.0007052249,0.03937642,0.3372894,0.002759667,0.0007997063,0.00001947432,0.0005361192,0.06442297],"genre_scores_gemma":[0.6469672,0.00002904069,0.2986186,0.01917609,0.0008197635,0.0001859352,0.000003299389,0.0000173862,0.03418269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7543617,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386646688671252,"score_gpt":0.3067266174916637,"score_spread":0.2728601506049512,"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."}}