{"id":"W3112473938","doi":"10.69645/khqa3194","title":"Critical competencies for success in remote work","year":2020,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan College","funders":"","keywords":"Work (physics); Business; Knowledge management; Process management; Computer science; Engineering; Mechanical engineering","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":[0.0005685785,0.00009505407,0.0001332623,0.00007772974,0.0009064401,0.0002040797,0.0003146687,0.00004670708,0.0003031533],"category_scores_gemma":[0.0002713937,0.00008331038,0.00004976935,0.002899911,0.0002514495,0.0001571973,0.00005835584,0.00008479873,0.00004365679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571873,"about_ca_system_score_gemma":0.0001066567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892166,"about_ca_topic_score_gemma":0.004300628,"domain_scores_codex":[0.9987881,0.0001661838,0.0002167348,0.0002681264,0.000272428,0.0002884867],"domain_scores_gemma":[0.9991913,0.0002810863,0.00003741854,0.0001589247,0.0002468847,0.0000843216],"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":[0.000948632,0.001168749,0.1722387,0.001092306,0.0001930709,0.0000195797,0.07235789,0.002084188,0.00001872219,0.218838,0.4570835,0.0739567],"study_design_scores_gemma":[0.000413858,0.00001395449,0.2727608,0.00002769031,0.00003343345,1.610325e-7,0.003637981,0.0002991493,0.000001603265,0.007062848,0.7155623,0.000186104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.141734,0.0004182137,0.09944837,0.6206989,0.007251936,0.005962824,0.00001144572,0.0008340915,0.1236402],"genre_scores_gemma":[0.9878457,0.00004280103,0.002299717,0.00214971,0.0003804552,0.0001178468,0.000003420796,0.000011813,0.007148606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8461116,"threshold_uncertainty_score":0.6971696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327805772313956,"score_gpt":0.3323516724318464,"score_spread":0.2890736147087068,"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."}}