{"id":"W2241099673","doi":"","title":"Une approche orientée aspect allant du modèle d'exigences au modèle de conception","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Philosophy; Physics","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":[0.0114067,0.000791894,0.000814526,0.000243363,0.0007113213,0.0005524443,0.004151953,0.0006333351,0.0001028195],"category_scores_gemma":[0.006273835,0.0008693839,0.0003888325,0.001056853,0.0009447105,0.000665898,0.003086758,0.001239128,0.0001441333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384103,"about_ca_system_score_gemma":0.001045547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006899882,"about_ca_topic_score_gemma":0.001578009,"domain_scores_codex":[0.9862038,0.009130452,0.0009646216,0.001804704,0.0007327265,0.001163687],"domain_scores_gemma":[0.9882576,0.004283622,0.000926333,0.003619164,0.002449296,0.00046399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002231655,0.0007201417,0.001422459,0.0002683258,0.000153237,0.00003082516,0.07241895,0.04595404,0.00440861,0.808006,0.0005181488,0.0660769],"study_design_scores_gemma":[0.00119677,0.000009052193,0.01311284,0.00385864,0.0001854296,0.0002006601,0.001297209,0.3929949,0.1541644,0.4010468,0.02915919,0.002774063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01938413,0.001452364,0.9502314,0.007250928,0.00153541,0.0006478369,0.00003480499,0.001029967,0.0184332],"genre_scores_gemma":[0.2547021,0.001013105,0.7356085,0.00007345,0.0001265677,0.0001632382,0.0001158042,0.00007210526,0.008125134],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4069593,"threshold_uncertainty_score":0.9997132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07907720521081113,"score_gpt":0.2624463673600476,"score_spread":0.1833691621492364,"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."}}