{"id":"W4391602615","doi":"10.18260/1-2--42599","title":"All-Encompassing Skill Portal for Skills Management and Development","year":2024,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Knowledge management; Process management; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157618,0.0007623571,0.0004630644,0.002369964,0.0006139079,0.003514085,0.001256178,0.001305275,0.04977685],"category_scores_gemma":[0.004591269,0.0004592061,0.0007166687,0.001900433,0.0003209405,0.004649832,0.005406528,0.001459347,0.02126751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320947,"about_ca_system_score_gemma":0.0009998888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009815926,"about_ca_topic_score_gemma":0.001146312,"domain_scores_codex":[0.9989018,0.0003068652,0.000146092,0.0001559971,0.0003442845,0.0001449513],"domain_scores_gemma":[0.9961724,0.001151849,0.0001519346,0.001183029,0.0005521214,0.0007887742],"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":[0.00060707,0.001410251,0.009225285,0.0008973581,0.00005847688,0.0009486391,0.002170359,0.002338013,0.01456105,0.04886238,0.1470291,0.7718921],"study_design_scores_gemma":[0.0001583313,0.0003821627,0.00724412,0.0003352635,0.0000390239,0.0009115598,0.0008643675,0.02811912,0.01600066,0.0313362,0.9145166,0.00009263807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02742611,0.0004797418,0.6131964,0.002157829,0.000394202,0.001255999,0.007178309,0.2234348,0.1244766],"genre_scores_gemma":[0.2677064,0.0007615671,0.5971755,0.001510317,0.0002338382,0.001289908,0.02466328,0.009106971,0.09755216],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04977685,"threshold_uncertainty_score":0.1665202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781007087928187,"score_gpt":0.2894507263363904,"score_spread":0.2716406554571085,"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."}}