{"id":"W2500844171","doi":"10.1075/impact.26.15dos","title":"Discourse markers and regional variation in French","year":2009,"lang":"en","type":"book-chapter","venue":"Impact","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Variation (astronomy); History; Political science; Astrophysics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001060407,0.0001961649,0.0002513116,0.0002124416,0.00007432168,0.0001641434,0.00006468584,0.00008756848,0.003794185],"category_scores_gemma":[0.00001910309,0.0001539048,0.0001305809,0.00000588697,0.0001091281,0.00006691473,0.00001386901,0.0001579329,0.00003385515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005639955,"about_ca_system_score_gemma":0.00006832667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789815,"about_ca_topic_score_gemma":0.00216813,"domain_scores_codex":[0.9992858,0.000007715303,0.0001983091,0.000196532,0.0001693218,0.0001423662],"domain_scores_gemma":[0.9995632,0.00003572362,0.0001249025,0.0001554336,0.00005232111,0.00006844799],"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":[0.00001667458,0.0000261782,0.000058524,0.00001017542,0.0001530129,0.00002591413,0.003070691,0.00001181086,6.712442e-7,0.9676925,0.02356331,0.005370571],"study_design_scores_gemma":[0.0004744144,0.0001850303,0.006643267,0.0002660849,0.0004175427,0.000005153689,0.000211472,0.0003621751,1.062377e-7,0.3625331,0.6282734,0.0006282534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000633009,0.0007382211,0.000003469581,0.0003040762,0.0001119116,0.00007556806,0.0001024542,0.00001310881,0.9980182],"genre_scores_gemma":[0.3549567,0.0003478076,0.00001889572,0.0002077422,0.002167019,0.000001701376,0.0001523449,0.00002796982,0.6421198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6051594,"threshold_uncertainty_score":0.9971165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557931993046293,"score_gpt":0.2890437818268365,"score_spread":0.2534644618963736,"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."}}