{"id":"W2056923461","doi":"10.7202/602599ar","title":"Conception et réalisation de logiciels : vers une plus grande intégration des connaissances de la langue","year":2009,"lang":"fr","type":"article","venue":"Revue québécoise de linguistique","topic":"AI in Service Interactions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001256943,0.0002999728,0.0003071456,0.0001422847,0.0002921947,0.0003992376,0.0005084631,0.0004136578,0.00006517673],"category_scores_gemma":[0.001784665,0.0003579221,0.0001540464,0.0005251872,0.0003541191,0.0005638357,0.00004356915,0.0006299537,0.0000602831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416527,"about_ca_system_score_gemma":0.001168189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05663214,"about_ca_topic_score_gemma":0.03614171,"domain_scores_codex":[0.9973093,0.001006249,0.0004792979,0.0004696174,0.0001817728,0.000553772],"domain_scores_gemma":[0.9977568,0.0007938008,0.0003364239,0.0004391268,0.0004435315,0.0002302612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008923216,0.0002312152,0.001320487,0.0002360576,0.00004343291,0.0003079668,0.07766331,0.03753928,0.006884257,0.8430058,0.002120512,0.03055844],"study_design_scores_gemma":[0.001704118,0.0008603963,0.09079123,0.003306785,0.0002449589,0.001541419,0.00280643,0.3548468,0.006703124,0.3223894,0.2134531,0.001352247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1697871,0.003646854,0.7418119,0.02735538,0.001674152,0.0005059427,0.00003040293,0.0004510365,0.05473727],"genre_scores_gemma":[0.9644773,0.001111656,0.02828259,0.003871274,0.001314462,0.0000390882,0.00002875342,0.00002431069,0.000850561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7946903,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319336565967257,"score_gpt":0.3365541408279147,"score_spread":0.3033607751682422,"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."}}