{"id":"W7006224436","doi":"","title":"TES VSETÍN Successfully Tests Generators for Pilot Project in Canada","year":2015,"lang":"en","type":"other","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Troubleshooting; Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005449638,0.0002269625,0.0002099765,0.0002058155,0.000007015562,0.00001691759,0.0001393919,0.00006960757,0.0003660001],"category_scores_gemma":[0.00002229309,0.00021153,0.00001343983,0.0002225111,0.000003711441,0.00001654235,0.000009991521,0.00009502677,0.00001472145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000715097,"about_ca_system_score_gemma":0.001750307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5090277,"about_ca_topic_score_gemma":0.9710222,"domain_scores_codex":[0.9992785,0.000004554718,0.0001736435,0.0001573848,0.0001386446,0.0002472373],"domain_scores_gemma":[0.9997184,0.0000156306,0.00002133903,0.0001411223,0.00002850299,0.00007496389],"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":[3.907498e-7,0.00001017508,0.0004583402,0.0001724498,0.00002240706,0.000001387773,0.00002327639,0.0009374021,0.000006186055,0.00003440226,0.9979169,0.0004166247],"study_design_scores_gemma":[0.0002027285,0.00001149982,0.0002676999,0.00008460865,0.000004985475,0.000001291262,0.00006129705,0.0009735437,0.00009482337,0.000004331844,0.9979377,0.0003555308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001616155,0.002701832,0.0005988961,0.00009151256,0.0053685,0.001751582,0.0002480123,0.001239156,0.9863843],"genre_scores_gemma":[0.02126877,0.0002257375,0.02579094,0.0002522358,0.0009931138,0.001589091,0.0007360369,0.001686569,0.9474575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4619945,"threshold_uncertainty_score":0.8625942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468803728339504,"score_gpt":0.2285769185607819,"score_spread":0.2138888812773869,"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."}}