{"id":"W191497374","doi":"10.5220/0001663801070114","title":"LEARNING USER INTENTIONS IN SPOKEN DIALOGUE SYSTEMS","year":2009,"lang":"en","type":"article","venue":"","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Natural language processing; Artificial intelligence","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":[0.004301468,0.0006984077,0.0008589346,0.000815718,0.0006078731,0.001786368,0.0008907741,0.001339665,0.001188117],"category_scores_gemma":[0.01915642,0.0009027064,0.0007481417,0.0004014887,0.001177513,0.002589016,0.001957254,0.001604945,0.000439033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007893603,"about_ca_system_score_gemma":0.0009213318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595744,"about_ca_topic_score_gemma":0.00414662,"domain_scores_codex":[0.9965543,0.002279227,0.0001508752,0.000500619,0.0003556813,0.0001593264],"domain_scores_gemma":[0.9875409,0.01065721,0.0004585364,0.0003484873,0.0007241002,0.0002707719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001204641,0.0005921771,0.02472947,0.0007570623,0.0003093994,0.000767478,0.007387083,0.5607864,0.01429217,0.0344195,0.003192249,0.3515623],"study_design_scores_gemma":[0.00003351041,0.0000966844,0.001362276,0.00002650901,0.00002495984,0.00003822712,0.0003314956,0.9705127,0.002012892,0.0247693,0.0007605731,0.00003090711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1130612,0.0004632633,0.8829467,0.0003906914,0.00003022996,0.0001050042,0.000107997,0.001089885,0.001805072],"genre_scores_gemma":[0.8479183,0.0002325835,0.1496724,0.0001171193,0.00003142595,0.0002155426,0.0003178476,0.0000939072,0.001400877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004301468,"threshold_uncertainty_score":0.02274865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454488745567798,"score_gpt":0.234217294344017,"score_spread":0.2196724068883391,"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."}}