{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008846301,0.0001961938,0.0002115612,0.00009151061,0.0002346677,0.0004312753,0.0001564424,0.0002464005,0.007312216],"category_scores_gemma":[0.0003904861,0.0001889164,0.0001876134,0.00005638673,0.0003711742,0.0001618885,0.00002581149,0.0007752149,0.00071076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004828548,"about_ca_system_score_gemma":0.0002392211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005149327,"about_ca_topic_score_gemma":0.009091532,"domain_scores_codex":[0.9988053,0.0001728489,0.0002802355,0.0002583011,0.0001898919,0.0002934409],"domain_scores_gemma":[0.9990087,0.0002872889,0.00009436738,0.0002685605,0.0002110387,0.0001300786],"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":[0.0000068895,0.0002047673,0.0001061306,0.00006194278,0.0001078512,0.00001056758,0.01010707,0.000006649835,0.0006462884,0.9594886,0.01664557,0.01260768],"study_design_scores_gemma":[0.000212341,0.00005019278,0.0004379823,0.00004153241,0.000306346,0.000005423886,0.002382439,0.0006219532,0.0007616061,0.04351232,0.9513946,0.000273266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0287073,0.002241474,0.0002294099,0.02239557,0.00958027,0.0001412917,0.0001062007,0.00006892629,0.9365296],"genre_scores_gemma":[0.4106972,0.001573082,0.002694817,0.0009414188,0.01761321,0.00001648186,0.0001142409,0.00006114205,0.5662884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.934749,"threshold_uncertainty_score":0.9935952,"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."}}