{"id":"W4233256964","doi":"10.4000/recherchestravaux.415","title":"Présentation","year":2010,"lang":"fr","type":"article","venue":"Recherches et travaux","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002187292,0.0008281092,0.0006098183,0.001520175,0.002970319,0.009688298,0.002049015,0.002955239,0.5332838],"category_scores_gemma":[0.009229318,0.0003334109,0.0007629116,0.001215707,0.001174383,0.004837718,0.005037535,0.002722902,0.3032203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260266,"about_ca_system_score_gemma":0.003872942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086055,"about_ca_topic_score_gemma":0.003347699,"domain_scores_codex":[0.9979041,0.0004163528,0.0001258883,0.000430831,0.0008764474,0.0002464161],"domain_scores_gemma":[0.9963925,0.0004361283,0.0001324168,0.0006006454,0.00175735,0.000680847],"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":[0.00009021325,0.00003959362,0.0002321531,0.0002076943,0.000008492813,0.0002121574,0.0004623484,0.00009771621,0.0005453831,0.03129128,0.8946676,0.0721454],"study_design_scores_gemma":[0.000005671935,0.000008447244,0.0001032376,0.00007598975,0.000002101711,0.00009018595,0.0002020743,0.00003925774,0.0001496726,0.002878438,0.9964405,0.000004570482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002295346,0.004578747,0.009227183,0.03683442,0.05206971,0.0004233157,0.006065157,0.002227172,0.886279],"genre_scores_gemma":[0.01638059,0.002956924,0.002981459,0.007039564,0.005871256,0.0002726438,0.00504011,0.001015762,0.9584419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5332838,"threshold_uncertainty_score":0.665714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740284391254676,"score_gpt":0.390668666934997,"score_spread":0.2166402278095294,"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."}}