{"id":"W3151345998","doi":"10.29173/iasl8009","title":"The Introduction of School Library Coordinators to Assist Teacher Librarians: A Grass-roots Challenge for Local Government in Japan","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); School library; Reading (process); Plan (archaeology); Local government; Sociology; Political science; Pedagogy; Psychology; Public relations; Library science; Medical education; Medicine; Public administration; Geography; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0005403423,0.0001211037,0.0001798701,0.00003666994,0.000263879,0.0002768323,0.0003039023,0.0001007994,0.0002766479],"category_scores_gemma":[0.001510946,0.00009258901,0.00006268246,0.0003826297,0.000205289,0.001146036,0.0000985323,0.0001489715,0.00001348256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759974,"about_ca_system_score_gemma":0.00074994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469777,"about_ca_topic_score_gemma":0.0003825517,"domain_scores_codex":[0.9985245,0.00002890432,0.0003195351,0.0002846672,0.0005081448,0.0003342519],"domain_scores_gemma":[0.9990991,0.00007374243,0.0001206719,0.0000798845,0.0004514577,0.0001751454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001299347,0.0002342287,0.0255042,0.00007098054,0.00002849338,3.719344e-7,0.07378235,0.000001786226,0.00004082275,0.7929828,0.08597886,0.02124516],"study_design_scores_gemma":[0.0001765473,0.0001450351,0.03115109,0.00005996653,0.00000698061,6.32431e-7,0.502398,0.0000237409,0.000399925,0.02019225,0.445301,0.0001448591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362826,0.0002653321,0.0001702361,0.1215298,0.0005001802,0.0005839884,0.00007587985,0.00005371393,0.0405383],"genre_scores_gemma":[0.9854339,0.0001078192,0.0002085381,0.0002757971,0.0005124222,0.000151739,0.0000106584,0.00001086188,0.01328829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7727906,"threshold_uncertainty_score":0.3775671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550425223185081,"score_gpt":0.2946222201265202,"score_spread":0.2691179678946694,"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."}}