{"id":"W7151522101","doi":"10.70675/379f95e1z6db2z46bczb78dz36a0f296fea2","title":"Systèmes de questions-réponses interactifs à grande échelle","year":2022,"lang":"","type":"dissertation","venue":"","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Ivory tower; Research methodology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001249438,0.0007283958,0.0008387746,0.0007192046,0.001163879,0.001059874,0.002088521,0.0004151226,0.00456637],"category_scores_gemma":[0.000961661,0.0007488632,0.000538535,0.001126208,0.00007021674,0.0007946556,0.000384855,0.000957549,0.0008724073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006538559,"about_ca_system_score_gemma":0.002196706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008943079,"about_ca_topic_score_gemma":0.00197426,"domain_scores_codex":[0.994498,0.001062936,0.001158487,0.001330817,0.000974353,0.0009754117],"domain_scores_gemma":[0.9961227,0.0009237293,0.0007033367,0.001294972,0.000506879,0.0004483955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003884242,0.004648364,0.006427481,0.005567213,0.002579861,0.00229179,0.1538639,0.002735909,0.0227826,0.3584085,0.1956884,0.2411218],"study_design_scores_gemma":[0.01107863,0.00624518,0.05246895,0.007398318,0.001839435,0.005417037,0.1562374,0.1910514,0.06980357,0.07867621,0.4027062,0.01707757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.137582,0.01787533,0.3440515,0.002923217,0.08143024,0.005474726,0.0002668638,0.002701977,0.4076941],"genre_scores_gemma":[0.8752223,0.000430872,0.005878139,0.0006904941,0.0006355711,0.0006243046,0.0007108861,0.00008635868,0.1157211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7376402,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410737281339269,"score_gpt":0.2854751908794575,"score_spread":0.2713678180660648,"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."}}