{"id":"W2010493606","doi":"10.7202/1023778ar","title":"Présentation","year":2012,"lang":"fr","type":"article","venue":"Francophonies d Amérique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0002420668,0.0002514842,0.0002826689,0.0001148509,0.000488513,0.0002673707,0.0001312166,0.0001323684,0.01053719],"category_scores_gemma":[0.00008037654,0.0002451472,0.0002313654,0.0000843404,0.0003733109,0.000428072,0.00004692962,0.0002138913,0.003063797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007206093,"about_ca_system_score_gemma":0.00006193785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007702319,"about_ca_topic_score_gemma":0.002916891,"domain_scores_codex":[0.9985484,0.00007927342,0.0003476344,0.0001926585,0.0002262797,0.0006057211],"domain_scores_gemma":[0.9991002,0.00008878062,0.0001474783,0.000267868,0.0001822482,0.0002134211],"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":[0.00001264171,0.0003394026,0.002278083,0.0001562133,0.0001723114,0.000009060972,0.04202029,0.0000394445,0.00002173502,0.7603272,0.1921761,0.002447527],"study_design_scores_gemma":[0.0002232601,0.00004578258,0.0005822453,0.00008134171,0.000122997,0.000005313152,0.0159768,0.0001645567,0.0002826329,0.00239213,0.9797993,0.0003236188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02016397,0.08895475,0.0004725398,0.004699736,0.05495055,0.0002211751,0.0002418329,0.00009151166,0.830204],"genre_scores_gemma":[0.7847359,0.001688592,0.0001923806,0.000514242,0.05444115,0.00002340928,0.00005960526,0.00004009416,0.1583046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7876232,"threshold_uncertainty_score":0.9996814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105412859271945,"score_gpt":0.2698853336422981,"score_spread":0.2488312050495786,"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."}}