{"id":"W249494458","doi":"","title":"E-Technologies: Innovation in an Open World 4th International Conference, MCETECH 2009, Ottawa, Canada, May 4-6, 2009, Proceedings","year":2009,"lang":"en","type":"book","venue":"","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Regional science; Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288374,0.0009011904,0.0005834611,0.001424754,0.0025901,0.01108297,0.001276289,0.002085223,0.06539558],"category_scores_gemma":[0.001256387,0.0004341568,0.0003322408,0.003084577,0.002392911,0.004957552,0.002144562,0.002173183,0.01962269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008314033,"about_ca_system_score_gemma":0.01325588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.167849,"about_ca_topic_score_gemma":0.4693885,"domain_scores_codex":[0.9992464,0.00007047626,0.00002444455,0.0000596379,0.0004743903,0.0001248281],"domain_scores_gemma":[0.9991593,0.000125464,0.00002012493,0.00005114499,0.000406406,0.0002375381],"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":[0.00003347397,0.00003622784,0.0002930949,0.0001999672,0.000006952746,0.00007627754,0.0006564084,0.0003099176,0.0009074398,0.03344507,0.8055839,0.1584513],"study_design_scores_gemma":[0.000004509986,0.00001281341,0.0008723206,0.0001985839,0.000007106147,0.00009225759,0.0006154449,0.0003292142,0.0006604734,0.00505902,0.9921356,0.00001252037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005566473,0.09150891,0.0186146,0.02740288,0.01178857,0.0001518722,0.001202492,0.001468366,0.8422958],"genre_scores_gemma":[0.01102385,0.02060992,0.003315827,0.0006748368,0.0003577195,0.00002933707,0.0005646248,0.0002342695,0.9631896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8321511,"threshold_uncertainty_score":0.3337439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189315968594635,"score_gpt":0.3105764009420436,"score_spread":0.2686832412560973,"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."}}