{"id":"W3151338624","doi":"10.29173/iasl7694","title":"Policy Challenges for Administrators and Teacher Librarians in International Schools","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Scope (computer science); Political science; Public relations; Pedagogy; Curriculum; Censorship; School library; Sociology; Library 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03519335,0.0002909712,0.0009376831,0.003269632,0.02969902,0.04449764,0.001996112,0.008844817,0.009611054],"category_scores_gemma":[0.03848452,0.0008545589,0.00055948,0.005221267,0.01358894,0.01862597,0.01497135,0.01012948,0.001662506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02104109,"about_ca_system_score_gemma":0.05535751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705762,"about_ca_topic_score_gemma":0.02344637,"domain_scores_codex":[0.9527354,0.02900059,0.002098563,0.002127876,0.004033585,0.01000405],"domain_scores_gemma":[0.9320061,0.03607283,0.008537808,0.001943558,0.00796497,0.01347479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001603675,0.0007012339,0.07070985,0.0008594873,0.00006616436,0.00292668,0.5318515,0.000763393,0.001030062,0.2445351,0.04653203,0.09986408],"study_design_scores_gemma":[0.00002165332,0.0000825008,0.01489397,0.0006100591,0.00003505866,0.0003311372,0.7549209,0.0002253044,0.00097733,0.01387067,0.2139626,0.00006880138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108941,0.01006292,0.002173566,0.3577497,0.0004588925,0.0001588577,0.0001052953,0.0001652467,0.1182314],"genre_scores_gemma":[0.970513,0.001904548,0.001040324,0.01350359,0.0001584427,0.0001171544,0.00003661942,0.0000544371,0.01267189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04449764,"threshold_uncertainty_score":0.1861224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080464516294318,"score_gpt":0.3264513562076077,"score_spread":0.2856467110446645,"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."}}