{"id":"W3144758958","doi":"10.29173/iasl7524","title":"IB School Libraries as International-minded Learning Spaces and Environments","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honesty; Documentation; Variety (cybernetics); Space (punctuation); Constructivist teaching methods; Pedagogy; Public relations; Sociology; Political science; Mathematics education; Library science; Psychology; Computer science; Teaching method","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001391165,0.0001026592,0.0001031425,0.0000349583,0.0003731938,0.0008890934,0.0001782785,0.00008989614,0.001044014],"category_scores_gemma":[0.001739666,0.00009801642,0.00002596313,0.0001223539,0.0002340978,0.001096865,0.0001139347,0.0001737125,0.0001555592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004677111,"about_ca_system_score_gemma":0.0002150598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004884896,"about_ca_topic_score_gemma":0.00005889253,"domain_scores_codex":[0.9990475,0.00002289985,0.0001246042,0.000261861,0.0003288154,0.0002142774],"domain_scores_gemma":[0.9992698,0.00002591733,0.00008202599,0.00003116191,0.000370346,0.0002207584],"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":[0.000015947,0.00006372923,0.03214207,0.00001138283,0.00003605048,0.000005372587,0.8781937,4.205252e-7,0.001327966,0.07979459,0.004559912,0.003848802],"study_design_scores_gemma":[0.0001522445,0.00001480917,0.01550851,0.00002713106,0.000007940976,0.000005150258,0.4629973,0.00001041248,0.001008007,0.001176289,0.5189679,0.0001243131],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298031,0.0001404413,0.000003458543,0.01437096,0.0003270931,0.00008931806,0.000003890798,0.00006060089,0.05520119],"genre_scores_gemma":[0.9512206,0.0004340677,0.0003977871,0.0006530005,0.0001520177,0.00001239945,0.00001052903,0.00000502513,0.04711458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514408,"threshold_uncertainty_score":0.9998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160330747360739,"score_gpt":0.3028328947248387,"score_spread":0.2812295872512313,"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."}}