{"id":"W126428178","doi":"","title":"IMECS 2011 - International MultiConference of Engineers and Computer Scientists 2011: Preface","year":2011,"lang":"en","type":"article","venue":"Acceda (Universidad de Las Palmas de Gran Canaria)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Université Laval; Acadia University; Université de Montréal; University of Guelph; University of New Brunswick","funders":"","keywords":"Computer science; Engineering ethics; Data science; Engineering","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":[0.002651504,0.001300469,0.001020288,0.003124018,0.002703964,0.006668414,0.001116,0.002207819,0.07451022],"category_scores_gemma":[0.004852621,0.0004094662,0.0005197857,0.002809064,0.000709739,0.004157742,0.003469632,0.003318051,0.04247547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862907,"about_ca_system_score_gemma":0.002760366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056965,"about_ca_topic_score_gemma":0.003846286,"domain_scores_codex":[0.9988788,0.0001860899,0.0001071896,0.0002106631,0.0004400178,0.0001773305],"domain_scores_gemma":[0.994167,0.0005987967,0.0002243256,0.0003380549,0.003112569,0.001559328],"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":[0.00007689854,0.00005141605,0.0002364669,0.0002650383,0.000005665329,0.00009074093,0.00012022,0.000257753,0.0006451085,0.004091837,0.9156958,0.07846309],"study_design_scores_gemma":[0.00000666402,0.00004504222,0.0006093566,0.0002144766,0.000005140866,0.00009139451,0.0001882978,0.0002352769,0.0004142289,0.001779086,0.9963992,0.00001191761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003432043,0.04428624,0.01256165,0.06526547,0.720758,0.0002915176,0.001023021,0.0005405565,0.1518416],"genre_scores_gemma":[0.02376448,0.03211908,0.004443418,0.006448386,0.1643765,0.0002665723,0.001793571,0.0007982122,0.7659898],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07451022,"threshold_uncertainty_score":0.2492615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339364337645937,"score_gpt":0.225976142547394,"score_spread":0.2025824991709346,"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."}}