{"id":"W3141089861","doi":"10.29173/iasl7703","title":"Diverse Roles and Challenges for Teacher Librarians","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; School library; International school; Lifelong learning; Political science; Quality (philosophy); Library science; Core curriculum; Pedagogy; Sociology; Public relations; Medical education; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02639847,0.0002993517,0.0007085773,0.003499389,0.03038508,0.02842274,0.002606498,0.00542812,0.01238254],"category_scores_gemma":[0.02108628,0.0009291635,0.0005549946,0.003547198,0.01239588,0.01588042,0.01861115,0.005471656,0.005950353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007840406,"about_ca_system_score_gemma":0.01773594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007895595,"about_ca_topic_score_gemma":0.0187616,"domain_scores_codex":[0.9689718,0.0192904,0.001613687,0.001758111,0.004411453,0.003954509],"domain_scores_gemma":[0.9607406,0.01247196,0.001771553,0.001521489,0.006014764,0.01747964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002118157,0.0003567415,0.04046461,0.00090093,0.00003762875,0.004653187,0.5669394,0.0003249052,0.00136409,0.09755299,0.09054688,0.1966468],"study_design_scores_gemma":[0.00001915996,0.00007326253,0.005314609,0.000261093,0.000007053499,0.002054436,0.6870733,0.0001231441,0.000251674,0.008102045,0.2966771,0.00004317344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3337907,0.01943361,0.004391733,0.3709634,0.001633418,0.0001336545,0.0001579903,0.0004228957,0.2690726],"genre_scores_gemma":[0.8575696,0.007286516,0.004831964,0.0193973,0.0006893719,0.00015331,0.0001220052,0.000293581,0.1096564],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03038508,"threshold_uncertainty_score":0.1396101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08325472119837819,"score_gpt":0.3266149311238839,"score_spread":0.2433602099255057,"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."}}