{"id":"W2001755005","doi":"10.1145/2483852.2483869","title":"Information distance between what I said and what it heard","year":2013,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; International Development Research Centre; University of Waterloo; Canada Foundation for Innovation; Microsoft","keywords":"Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002199707,0.0004902025,0.0009833688,0.001819701,0.0004990848,0.001846334,0.0008347931,0.001052667,0.005265836],"category_scores_gemma":[0.02134548,0.000265656,0.0004954681,0.001431142,0.0003773966,0.002936246,0.001777186,0.001216427,0.003331524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583131,"about_ca_system_score_gemma":0.001063809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004168948,"about_ca_topic_score_gemma":0.00547468,"domain_scores_codex":[0.9977559,0.0005994584,0.0001801709,0.0006443639,0.0006580863,0.0001619499],"domain_scores_gemma":[0.987689,0.009115679,0.0005389783,0.001035484,0.001296872,0.00032383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006359663,0.0007884548,0.02652428,0.0009472148,0.0003649429,0.0004217169,0.001121864,0.01568783,0.06163983,0.008604674,0.02448648,0.853053],"study_design_scores_gemma":[0.0003094224,0.001503203,0.04324175,0.0001661789,0.000530887,0.001139318,0.001149901,0.778981,0.1127853,0.0457975,0.01413662,0.0002588375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6550652,0.004324744,0.3052915,0.001882877,0.0005591878,0.0001782439,0.00535035,0.007616519,0.01973133],"genre_scores_gemma":[0.9333716,0.0004564871,0.05831704,0.0002095384,0.000195615,0.00005736433,0.004100594,0.0002503307,0.003041467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265836,"threshold_uncertainty_score":0.01761597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757299965745332,"score_gpt":0.2780925749562788,"score_spread":0.2405195752988254,"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."}}