{"id":"W2046247567","doi":"10.7202/008748ar","title":"Présentation","year":2003,"lang":"fr","type":"article","venue":"Protée","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001455294,0.0001002986,0.0001104135,0.00004749255,0.0002859522,0.000234854,0.00004860787,0.00003800651,0.01618656],"category_scores_gemma":[0.000112852,0.00009472339,0.00009118878,0.00003084767,0.0001429456,0.00008065903,0.000008016409,0.00007563932,0.001002331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305878,"about_ca_system_score_gemma":0.00005498432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005947688,"about_ca_topic_score_gemma":0.0001948009,"domain_scores_codex":[0.9993107,0.0000545509,0.0001687171,0.00014408,0.0001275932,0.0001943674],"domain_scores_gemma":[0.9995962,0.00002170001,0.00006391005,0.0001284998,0.0001293003,0.0000603529],"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":[0.000001995929,0.0001090518,0.0003048178,0.00005496597,0.00005700532,0.000008747115,0.002229045,0.00001002503,0.000004120691,0.9747452,0.021155,0.001320005],"study_design_scores_gemma":[0.0001473899,0.00003203295,0.0000257939,0.00002951262,0.0001523303,0.00000175425,0.001499258,0.0001560265,0.0002321085,0.04744615,0.9501473,0.0001302978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00135382,0.008439821,0.0002172528,0.002741887,0.004491904,0.0002315169,0.00003003003,0.00002189768,0.9824719],"genre_scores_gemma":[0.4084426,0.0004613409,0.0005459288,0.0004138148,0.009243045,0.00005931634,0.00002650465,0.0000282678,0.5807791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9289923,"threshold_uncertainty_score":0.9997755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774225771358916,"score_gpt":0.2964591755162818,"score_spread":0.2587169178026927,"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."}}