{"id":"W2335770678","doi":"10.3166/jesa.47.339-360","title":"Outils d’aide à la décision pour le diagnostic des structures immergées","year":2013,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002625914,0.002568969,0.00177141,0.002083778,0.001169416,0.005996756,0.001797908,0.002958479,0.02715595],"category_scores_gemma":[0.008833207,0.001182988,0.001456212,0.0007184059,0.001572527,0.003026078,0.00204637,0.002307386,0.006262325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066206,"about_ca_system_score_gemma":0.00161885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005640133,"about_ca_topic_score_gemma":0.005057308,"domain_scores_codex":[0.994772,0.001547915,0.000225769,0.000575875,0.002578065,0.0003004005],"domain_scores_gemma":[0.9919369,0.00499945,0.0001767275,0.0007692451,0.001850458,0.0002671691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003056371,0.0007787389,0.004625601,0.001909885,0.000227506,0.001985436,0.001458582,0.0666214,0.1942941,0.02728575,0.01836209,0.6793944],"study_design_scores_gemma":[0.000360708,0.0008411208,0.006314262,0.0008554175,0.0002430782,0.003018798,0.001195152,0.6402777,0.2422197,0.01839723,0.08591727,0.0003594637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03773209,0.001199106,0.9369395,0.0007180281,0.0007386743,0.0002553597,0.0004107147,0.005666506,0.01634003],"genre_scores_gemma":[0.3871393,0.001459069,0.5836293,0.0004173602,0.0002773241,0.0003410282,0.000765955,0.0008291602,0.02514153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02715595,"threshold_uncertainty_score":0.09084576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603326735907842,"score_gpt":0.2336245037511238,"score_spread":0.2175912363920454,"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."}}