{"id":"W4298151303","doi":"","title":"Distance intertextuelle et connexion lexicale : outils de catégorisation générique ou stylistique ? Approche expérimentale d'un corpus inédit : le corpus aragonien","year":2010,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Humanities; Art; Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005774872,0.0005809345,0.0005505365,0.0002291281,0.0006882378,0.0006033447,0.002210579,0.0007586505,0.0001558905],"category_scores_gemma":[0.0007269633,0.000654671,0.0002867205,0.000227169,0.0004390188,0.0005221054,0.0009486467,0.001576266,0.0001301392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007472,"about_ca_system_score_gemma":0.0006795747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005464148,"about_ca_topic_score_gemma":0.001278228,"domain_scores_codex":[0.9945838,0.002219566,0.0008344052,0.001208064,0.00057712,0.0005770872],"domain_scores_gemma":[0.9938013,0.001230204,0.0009406153,0.00230089,0.00133503,0.0003919615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001863873,0.0002020805,0.00008450404,0.00005622178,0.0000395273,0.00001234523,0.006450306,0.00000840455,0.005670488,0.961477,0.0003225186,0.02565796],"study_design_scores_gemma":[0.001614273,0.000007547891,0.0005043542,0.001933982,0.00006553107,0.0001635001,0.0002302588,0.02639171,0.4260715,0.2322012,0.3088873,0.001928824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001255417,0.0007782588,0.7935978,0.006899389,0.0003788859,0.0005718605,0.00006506269,0.0004240292,0.1960293],"genre_scores_gemma":[0.6817268,0.0006526518,0.1123923,0.0007620951,0.0000786747,0.0001441725,0.001146766,0.0001321061,0.2029644],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7292758,"threshold_uncertainty_score":0.9995905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744672825359252,"score_gpt":0.2366136156865399,"score_spread":0.2191668874329473,"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."}}