{"id":"W4400993401","doi":"10.69554/eiav2029","title":"Learning management systems and online tools to support continuous workplace learning in academic libraries","year":2023,"lang":"en","type":"article","venue":"Advances in online education.","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Learning Management; Knowledge management; Online learning; Academic library; Workplace learning; Computer science; Business; Psychology; Mathematics education; World Wide Web; Engineering; Library science; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037284,0.0001678964,0.000282156,0.0005824516,0.0002865598,0.0001592042,0.0002931471,0.0001254779,0.00003940125],"category_scores_gemma":[0.001229184,0.0001839931,0.00002628408,0.001863189,0.0001010432,0.001193188,0.0001497499,0.0008566026,0.00005468847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364389,"about_ca_system_score_gemma":0.000545395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715076,"about_ca_topic_score_gemma":0.001087594,"domain_scores_codex":[0.9978772,0.0003337601,0.0004771698,0.0004315916,0.0003394024,0.0005409252],"domain_scores_gemma":[0.9989829,0.00052836,0.0001546331,0.0001251523,0.00006322349,0.0001457325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000242534,0.0001481294,0.2799284,0.00009948799,0.000007559313,0.00001610019,0.007198166,0.02673298,0.00000900445,0.009569883,0.0008817111,0.6753844],"study_design_scores_gemma":[0.0002288796,0.00007826161,0.02685001,0.0003575855,0.000006706627,0.000001522192,0.1676302,0.0003640575,0.000001315314,0.0005584388,0.803711,0.0002120555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977282,0.004870001,0.00007619317,0.008367155,0.001281302,0.0007005296,0.000009318981,0.0003521118,0.007061361],"genre_scores_gemma":[0.8874585,0.02821363,0.01354836,0.0004750513,0.001728384,0.0002070973,0.0005484865,0.00006439931,0.0677561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8028293,"threshold_uncertainty_score":0.7503019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605503934089362,"score_gpt":0.3767545297532826,"score_spread":0.3506994904123889,"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."}}