{"id":"W3145794662","doi":"10.29173/iasl8084","title":"New Opportunities: Teacher Librarians Managing Learning Objects","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Digital learning; Function (biology); Knowledge management; Computer science; Professional learning community; Architecture; Experiential learning; Multimedia; World Wide Web; Pedagogy; Sociology","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":[0.00878798,0.0003436479,0.0004405389,0.002978633,0.008634385,0.0188021,0.002549705,0.004574604,0.04237719],"category_scores_gemma":[0.02042332,0.0008534319,0.0004858428,0.00301845,0.002565339,0.029375,0.01095516,0.003220754,0.0226651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003186377,"about_ca_system_score_gemma":0.01132358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004922058,"about_ca_topic_score_gemma":0.01624911,"domain_scores_codex":[0.9930098,0.002189842,0.0006237885,0.0004150241,0.002518347,0.001243185],"domain_scores_gemma":[0.9754617,0.003443365,0.001718441,0.002151517,0.005813614,0.01141136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008026688,0.0002888953,0.01102968,0.0004982817,0.00001116469,0.001921886,0.03379354,0.0001585856,0.001979697,0.05261377,0.4509251,0.4466993],"study_design_scores_gemma":[0.000009999703,0.00003650014,0.001282733,0.00009060645,0.000005064106,0.001010685,0.01030092,0.0001897863,0.0003214751,0.004914949,0.9818137,0.0000236254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05043533,0.01630515,0.04928485,0.3196928,0.005423086,0.0004914762,0.0004549385,0.008485443,0.549427],"genre_scores_gemma":[0.2079882,0.01209347,0.07534279,0.02412694,0.004295464,0.0003231368,0.0009147045,0.001507518,0.6734079],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04237719,"threshold_uncertainty_score":0.1417659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450197245046688,"score_gpt":0.2628077931964891,"score_spread":0.2183058207460222,"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."}}