{"id":"W2980017965","doi":"10.29173/iasl7187","title":"Effect of library orientation on School libraries in Japan","year":2016,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tsukuba","keywords":"Orientation (vector space); School library; Library function; Psychology; Library science; Mathematics education; Future orientation; Computer science; Mathematics; Social psychology","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":[0.0004481134,0.000114392,0.000158195,0.0001612904,0.0001320476,0.0002237948,0.0003397011,0.00009803798,0.0005642358],"category_scores_gemma":[0.0006262136,0.0000756771,0.00003651627,0.0005315957,0.0003685039,0.007240375,0.00004342605,0.00008576342,0.00007409386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906128,"about_ca_system_score_gemma":0.0004063398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006649001,"about_ca_topic_score_gemma":0.00001211084,"domain_scores_codex":[0.9987959,0.00005743938,0.0002298677,0.0002711728,0.0003796722,0.0002659706],"domain_scores_gemma":[0.9993879,0.0002002465,0.0001279435,0.0000588979,0.00007851038,0.0001465245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003221532,0.00006073303,0.6932752,0.00004968959,0.000004519977,0.000001698812,0.09761453,1.147197e-7,0.001839925,0.1673394,0.00313611,0.03635596],"study_design_scores_gemma":[0.003172207,0.008206487,0.3679757,0.001669701,0.00002723273,0.000002651522,0.1724314,0.00004005714,0.3527801,0.06361068,0.02894781,0.001135958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636202,0.000009084189,0.000008525791,0.004296989,0.000118806,0.0002565087,0.00001274258,0.00008746789,0.03158964],"genre_scores_gemma":[0.9963892,0.0000355558,0.00007704666,0.0001724766,0.0001320027,0.0000220549,0.000003135427,0.000006828574,0.003161763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509401,"threshold_uncertainty_score":0.6177987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668104872201343,"score_gpt":0.2873723131677826,"score_spread":0.2706912644457691,"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."}}