{"id":"W2333835675","doi":"10.1115/ipc2004-0372","title":"Effectiveness of Web Based Pipeline Operator Training and Qualification Systems","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College","funders":"","keywords":"Pipeline (software); Training (meteorology); The Internet; Computer science; Government (linguistics); Engineering management; Computer security; Engineering; World Wide Web; Operating system","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":[0.006279059,0.0004578191,0.0003748969,0.00164574,0.0006935684,0.002193316,0.0009725916,0.001144354,0.01232929],"category_scores_gemma":[0.0364608,0.0002092221,0.0003458213,0.0009421167,0.0003790669,0.003293959,0.001650404,0.0006737502,0.002801468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219049,"about_ca_system_score_gemma":0.001323352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004719545,"about_ca_topic_score_gemma":0.002658785,"domain_scores_codex":[0.9943677,0.002748252,0.000337116,0.0006037256,0.001547243,0.0003959208],"domain_scores_gemma":[0.9692928,0.01839043,0.002855403,0.00255632,0.004446972,0.002457944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005172102,0.009795807,0.07257119,0.0005478183,0.0002151598,0.0002225189,0.001118668,0.02227254,0.003805048,0.001509815,0.01906764,0.8637016],"study_design_scores_gemma":[0.002815867,0.02957246,0.5964043,0.0007252184,0.0007903001,0.0008278709,0.006345527,0.2632399,0.02771883,0.006849281,0.06431865,0.0003916665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622829,0.0006031608,0.003998301,0.001461599,0.000170484,0.0004090029,0.0006015236,0.002340122,0.0281328],"genre_scores_gemma":[0.9925938,0.0001522017,0.001950459,0.0002102299,0.00004572949,0.00008506945,0.0003953873,0.00006979467,0.004497347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232929,"threshold_uncertainty_score":0.04124558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262413205208368,"score_gpt":0.2912072644417042,"score_spread":0.2585831323896206,"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."}}