{"id":"W1997583348","doi":"10.5555/777092.777267","title":"Speech web: a web of natural-language speech applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Hyperlink; Domain (mathematical analysis); Natural language; Executable; Semantics (computer science); Programming language; Natural language processing; Artificial intelligence; Web page; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001157979,0.001356631,0.0007135464,0.001544381,0.0006844756,0.002375949,0.001556232,0.001374049,0.02925085],"category_scores_gemma":[0.003866176,0.0009085299,0.0007256742,0.001264333,0.0006585421,0.004579043,0.002189453,0.001371832,0.01905527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556513,"about_ca_system_score_gemma":0.001148132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956721,"about_ca_topic_score_gemma":0.005320054,"domain_scores_codex":[0.999072,0.0002323303,0.0001245287,0.0001552163,0.0003562156,0.00005966447],"domain_scores_gemma":[0.9975267,0.001181244,0.0001315171,0.0004126356,0.000404824,0.0003431433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001896789,0.0005784196,0.002305046,0.002230104,0.0001931515,0.002410027,0.002455211,0.005221304,0.03815441,0.03280222,0.6613473,0.2504061],"study_design_scores_gemma":[0.0003165614,0.0001943395,0.003368278,0.0001861817,0.00005756539,0.0008304549,0.00050875,0.03514843,0.0235911,0.0200532,0.9155166,0.0002284851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02133526,0.001014558,0.3069997,0.0009067684,0.0004785102,0.001707938,0.08264538,0.5344236,0.05048824],"genre_scores_gemma":[0.1501624,0.001936836,0.3045919,0.001882306,0.0004142864,0.00399874,0.3575573,0.04805482,0.1314014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02925085,"threshold_uncertainty_score":0.0978539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309689896592506,"score_gpt":0.2407126239707335,"score_spread":0.2276157250048084,"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."}}