{"id":"W2606660039","doi":"","title":"2008 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-4","year":2008,"lang":"en","type":"article","venue":"Canadian Conference on Electrical and Computer Engineering","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Library science; Engineering; Electrical engineering; Engineering physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006901028,0.0005569351,0.0004924458,0.0008664266,0.0001994993,0.000190625,0.000282111,0.0002874754,0.00005498544],"category_scores_gemma":[0.00001907743,0.0005833144,0.00006919938,0.0004824869,0.00005458127,0.0001347176,0.00002417795,0.0007812668,0.00005325516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861936,"about_ca_system_score_gemma":0.0004325049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0332252,"about_ca_topic_score_gemma":0.01813915,"domain_scores_codex":[0.9977351,0.00001938053,0.000303333,0.0003198264,0.000213689,0.001408681],"domain_scores_gemma":[0.9976002,0.0001045718,0.0000226291,0.0002656372,0.00007584845,0.00193111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009827707,0.0002060999,0.01030911,0.0005386798,0.001041561,0.002303862,0.007662758,0.3048366,0.001953303,0.3415651,0.1240338,0.2054508],"study_design_scores_gemma":[0.0003482608,0.0003715566,0.02043715,0.00008309198,0.00001283686,0.0002540747,0.000002975453,0.9614347,0.0001625996,0.00003518971,0.01611385,0.0007437234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372744,0.001493853,0.04916731,0.001579253,0.001707012,0.0009431775,0.0001540173,0.001241159,0.006439851],"genre_scores_gemma":[0.9976274,0.0003984025,0.0004363877,0.0007714459,0.0005091776,0.00002107426,0.0000218054,0.00007101633,0.0001433345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6565981,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342163682942489,"score_gpt":0.1820927500709605,"score_spread":0.1686711132415356,"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."}}