{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009480227,0.0003178001,0.0004027522,0.00426554,0.007327233,0.02114055,0.001185756,0.002005236,0.007143506],"category_scores_gemma":[0.01084391,0.0004951193,0.0004499751,0.00252796,0.00769745,0.01942665,0.009852149,0.002332358,0.003006533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003668266,"about_ca_system_score_gemma":0.01219089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876042,"about_ca_topic_score_gemma":0.002803625,"domain_scores_codex":[0.991374,0.005456052,0.0005129288,0.0006107721,0.001314569,0.0007318222],"domain_scores_gemma":[0.9875802,0.004984102,0.001566476,0.001575168,0.00201026,0.002283796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003754344,0.0003157881,0.01030662,0.0006237061,0.00002923677,0.000765736,0.07735519,0.0007562407,0.002146022,0.608824,0.0179393,0.2809006],"study_design_scores_gemma":[0.00002512556,0.0001291242,0.003801948,0.0003707375,0.00001817916,0.00071702,0.04776806,0.0008808007,0.002078787,0.08515835,0.8590086,0.00004322761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1500881,0.007273885,0.07669049,0.05572321,0.0005292803,0.0003674762,0.00009313675,0.001028983,0.7082054],"genre_scores_gemma":[0.8449669,0.005471188,0.05212351,0.003650259,0.0004438783,0.000214615,0.0001283169,0.0002570147,0.09274435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02114055,"threshold_uncertainty_score":0.0501368,"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."}}