{"id":"W3140080504","doi":"10.29173/iasl8085","title":"Developing a Knowledge Society through Teacher Librarians","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sri lanka; Knowledge society; Affect (linguistics); Political science; Engineering ethics; Sociology; Knowledge management; Pedagogy; Engineering; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004320348,0.0001580849,0.000180269,0.00003573757,0.0008360693,0.001104744,0.0005058693,0.0001605712,0.001231929],"category_scores_gemma":[0.0002829489,0.0001496338,0.0001136132,0.0009723092,0.0003264065,0.02337443,0.0001947159,0.0002363505,0.0003037518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007296077,"about_ca_system_score_gemma":0.002141662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007948186,"about_ca_topic_score_gemma":0.000008645288,"domain_scores_codex":[0.998414,0.00002975127,0.0003140611,0.0003307108,0.0003960283,0.0005154522],"domain_scores_gemma":[0.9986302,0.00004480853,0.0001196374,0.00008727788,0.0009608189,0.000157245],"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":[0.000002197761,0.0000255715,0.002257462,0.00002266012,0.000008979418,8.488623e-7,0.6496675,6.016598e-8,0.00002058846,0.3163945,0.02811924,0.00348034],"study_design_scores_gemma":[0.0001217158,0.00001410886,0.001012704,0.00005864429,0.000004278319,0.000003347429,0.3379077,0.0001049904,0.0005477503,0.01205779,0.6479576,0.0002094145],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3452858,0.0003392696,0.00287228,0.03907426,0.000602511,0.0002936746,0.00002038342,0.0005391219,0.6109727],"genre_scores_gemma":[0.9330507,0.0003081439,0.01390077,0.008708742,0.0006479259,0.00002982283,0.00001969512,0.00001465516,0.04331958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6198383,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979698953327201,"score_gpt":0.3276920853303461,"score_spread":0.2678950957970741,"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."}}