{"id":"W2025313082","doi":"10.3166/ria.17.869-881","title":"Métaphore verbale et approximation","year":2003,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006990704,0.0002717251,0.0003105264,0.0001384145,0.0005470568,0.0004624424,0.0002130111,0.0001251433,0.01564814],"category_scores_gemma":[0.0003826997,0.0002831093,0.0002746363,0.0001796705,0.0003953127,0.0002090169,0.00003768898,0.0002724412,0.003298194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007127393,"about_ca_system_score_gemma":0.0001027302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005432271,"about_ca_topic_score_gemma":0.0002861242,"domain_scores_codex":[0.9980968,0.0001714421,0.0005956835,0.000440367,0.000223412,0.0004723386],"domain_scores_gemma":[0.9986973,0.0001635092,0.000191583,0.000503798,0.0002951859,0.0001485549],"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":[0.000005515737,0.0003601491,0.00004491509,0.0001372525,0.0000675564,0.00001994188,0.0070117,0.008617042,0.00004159446,0.9718184,0.006660793,0.00521508],"study_design_scores_gemma":[0.00003894646,0.0000899064,0.000002070398,0.0001728314,0.0001652368,0.00001154153,0.01291892,0.06022963,0.004803286,0.04130125,0.8799162,0.0003502093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002806353,0.0169144,0.0260696,0.003357593,0.003039315,0.0002588695,0.00008949965,0.00005711426,0.9474072],"genre_scores_gemma":[0.7332141,0.002201748,0.0007061542,0.0003139275,0.001171732,0.00002157154,0.00005129062,0.00004263763,0.2622769],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9305172,"threshold_uncertainty_score":0.9999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627582982917266,"score_gpt":0.2976989135193002,"score_spread":0.2349406152275736,"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."}}