{"id":"W2061633753","doi":"10.1145/1181216.1181236","title":"Training the campus","year":2006,"lang":"en","type":"article","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Acadia University","keywords":"Certification; Suite; Microsoft Office; Computer science; Cover (algebra); Training (meteorology); Microsoft excel; Engineering management; Software engineering; World Wide Web; Operating system; Engineering; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001058204,0.0005176396,0.0003069596,0.0005838461,0.003444742,0.004071477,0.00118264,0.001251688,0.1829866],"category_scores_gemma":[0.003203796,0.0002739619,0.000296438,0.0004658374,0.0005900965,0.00182242,0.00484955,0.002796635,0.1271936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669304,"about_ca_system_score_gemma":0.005364301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612614,"about_ca_topic_score_gemma":0.008950272,"domain_scores_codex":[0.9988922,0.0002179267,0.0000383955,0.0001568924,0.0003900523,0.0003045686],"domain_scores_gemma":[0.9944,0.0001570393,0.0001472002,0.0003353246,0.0009338176,0.004026568],"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":[0.00002832691,0.0003462915,0.001821095,0.00009230849,0.000003577475,0.0001060909,0.001070623,0.0001714651,0.001578998,0.005621518,0.7067206,0.2824391],"study_design_scores_gemma":[0.000005876379,0.0001268967,0.00358434,0.0001764965,0.000003535651,0.0003185118,0.002547514,0.0002197885,0.000900797,0.002491303,0.9896091,0.00001588605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03081551,0.002642783,0.0141124,0.04366326,0.007176395,0.0003757078,0.0008690571,0.004049176,0.8962958],"genre_scores_gemma":[0.08807325,0.003113467,0.01591409,0.01118395,0.001122835,0.0002716063,0.001110645,0.0006398555,0.8785703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1829866,"threshold_uncertainty_score":0.612151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245354763545916,"score_gpt":0.2132225650693258,"score_spread":0.1886870887147342,"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."}}