{"id":"W2974761478","doi":"10.4000/books.septentrion.39132","title":"Défis, zones d’ombres et mises en perspective","year":2008,"lang":"fr","type":"book-chapter","venue":"Presses universitaires du Septentrion eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"","keywords":"von Mises yield criterion; Engineering; Structural engineering; Finite element method","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004736897,0.001212548,0.0007892742,0.004046413,0.008363937,0.01821617,0.001446727,0.002957893,0.01108078],"category_scores_gemma":[0.007561842,0.0004560615,0.0004640208,0.005123043,0.02740811,0.01798287,0.005816104,0.006034079,0.002561861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01410119,"about_ca_system_score_gemma":0.004207693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652198,"about_ca_topic_score_gemma":0.01692985,"domain_scores_codex":[0.9934973,0.003583985,0.0002190369,0.0009414125,0.001151883,0.0006065292],"domain_scores_gemma":[0.9980703,0.0008263429,0.0002486601,0.0002355937,0.0004276843,0.0001914047],"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":[0.00001293571,0.000003731522,0.0001430565,0.00005199745,0.000002624763,0.00003599169,0.01466686,0.00003937619,0.00006869536,0.9693877,0.008520882,0.007066269],"study_design_scores_gemma":[0.000007791974,0.00001708562,0.000747812,0.0004694882,0.000006522171,0.0001997116,0.03222442,0.0001401519,0.0002169994,0.2344516,0.7314961,0.00002224277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02114185,0.09005905,0.01409221,0.06935113,0.005695516,0.00006383847,0.0002545188,0.0001764394,0.7991654],"genre_scores_gemma":[0.6715305,0.04143882,0.01039134,0.008506275,0.00381246,0.0002503124,0.0004069324,0.0005332299,0.26313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01821617,"threshold_uncertainty_score":0.1023118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633038381926737,"score_gpt":0.230868670157348,"score_spread":0.2045382863380807,"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."}}