{"id":"W3211335381","doi":"10.7202/1081895ar","title":"Variation dans le système pronominal gallo-roman : l’expression de la pluralité en français et en picard*","year":2021,"lang":"fr","type":"article","venue":"Arborescences Revue d études françaises","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001466553,0.000570291,0.0007027544,0.0001771689,0.0009813755,0.0008513248,0.0005811207,0.0004898139,0.0009108274],"category_scores_gemma":[0.001953423,0.0006179946,0.0003240138,0.000172606,0.000706272,0.0006462804,0.0002399477,0.0006344177,0.0001430649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590834,"about_ca_system_score_gemma":0.001004182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04222583,"about_ca_topic_score_gemma":0.01105919,"domain_scores_codex":[0.9951692,0.001780944,0.0009483787,0.0008816856,0.0004990242,0.000720732],"domain_scores_gemma":[0.9964454,0.001840375,0.0004420113,0.0006511415,0.0003968994,0.0002241958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005555906,0.0006335712,0.01761475,0.0009361159,0.0002203852,0.000211094,0.1723285,0.0004413228,0.005860956,0.8009546,0.0001614714,0.0005816568],"study_design_scores_gemma":[0.002528089,0.0004629931,0.6840767,0.006660402,0.001379382,0.0002512966,0.03261373,0.01030008,0.008492565,0.07878537,0.1720627,0.002386683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366614,0.007939525,0.01244574,0.07111471,0.007388392,0.00146621,0.0006147989,0.0005468591,0.1618223],"genre_scores_gemma":[0.9845969,0.0006024477,0.006355833,0.0002121689,0.003897415,0.0001111016,0.0001622772,0.0001041067,0.003957721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7221693,"threshold_uncertainty_score":0.9996271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136945529503314,"score_gpt":0.2363536363994374,"score_spread":0.2249841811044042,"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."}}