{"id":"W4413547745","doi":"10.64628/aam.env9ngdps","title":"Upskill the upskillers: The must-have New Year’s resolution for businesses","year":2020,"lang":"en","type":"article","venue":"","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"Resolution (logic); Business; Computer science; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003700427,0.0001097314,0.00009180538,0.00002655997,0.0002698435,0.00005882457,0.0002681921,0.00006711372,0.006828283],"category_scores_gemma":[0.0001294545,0.00005694778,0.00006069011,0.0001637808,0.00005218185,0.00007003038,0.00003754829,0.0001141318,0.001099389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001868535,"about_ca_system_score_gemma":0.00006573832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005721609,"about_ca_topic_score_gemma":0.00006891877,"domain_scores_codex":[0.9991444,0.00006225937,0.0001917747,0.0001979729,0.0001804295,0.0002231263],"domain_scores_gemma":[0.9993842,0.0001886957,0.00007125933,0.0002231354,0.00008011902,0.00005264081],"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":[0.000188921,0.00002003566,0.002104431,0.00001008124,0.00006258946,4.835121e-7,0.02707643,0.0002320086,0.00002836784,0.009762215,0.9426755,0.01783899],"study_design_scores_gemma":[0.001010754,0.00009024957,0.05008273,0.000007991036,0.00003905369,0.000002239167,0.006742848,0.002490728,0.0000607701,0.0006362296,0.938678,0.0001584363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3793101,0.0009494339,0.05124772,0.266226,0.002994268,0.004575934,0.00002182577,0.0005231684,0.2941516],"genre_scores_gemma":[0.9221353,0.00003109139,0.001270663,0.01173233,0.002433867,0.0001714963,0.00008443662,0.00003829875,0.06210252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5428252,"threshold_uncertainty_score":0.9996784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275014620929481,"score_gpt":0.3512724618385162,"score_spread":0.2237709997455681,"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."}}