{"id":"W654548011","doi":"10.71781/10450","title":"Détection visuelle d'anomalies de conception dans les programmes orientés objets","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Cartography; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007827937,0.0006802256,0.0004819531,0.002325144,0.00051606,0.001819328,0.0005700423,0.0009529668,0.002125172],"category_scores_gemma":[0.003053979,0.0003731231,0.000459246,0.001155065,0.0005999857,0.0006739554,0.0006634187,0.0007488424,0.0005671864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249502,"about_ca_system_score_gemma":0.0009893611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05932564,"about_ca_topic_score_gemma":0.0422016,"domain_scores_codex":[0.9994036,0.00006607921,0.00001261632,0.0001895236,0.0002287197,0.00009947033],"domain_scores_gemma":[0.9985669,0.0006344311,0.0001460062,0.0001232198,0.0004080613,0.0001212789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001845468,0.0002326088,0.07140249,0.0002905746,0.0002272417,0.0006787591,0.002743035,0.07892229,0.2764446,0.007732446,0.004777628,0.5547029],"study_design_scores_gemma":[0.00006829771,0.0003413466,0.2159386,0.00006873918,0.0001090326,0.0007150031,0.001292053,0.6606657,0.1061421,0.003863348,0.01070259,0.00009335546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7098964,0.0005209887,0.2812768,0.0002248912,0.00007664727,0.00006230404,0.000727971,0.002860551,0.004353422],"genre_scores_gemma":[0.8945296,0.0002168461,0.09918728,0.00002924439,0.00002072643,0.00004456661,0.0006965071,0.00025866,0.005016636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05932564,"threshold_uncertainty_score":0.1179606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379672553860068,"score_gpt":0.3171925703773882,"score_spread":0.2933958448387876,"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."}}