{"id":"W2581926417","doi":"10.4000/vertigo.18027","title":"Construction et évolution de la vulnérabilité dans la vallée de l’Escaut (France) et la vallée du Saint-Laurent (Québec), XVIIe – XIXe siècles","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001938787,0.0002304549,0.000277788,0.0002289088,0.0008566575,0.0003301155,0.0003345329,0.0005062827,0.0007367795],"category_scores_gemma":[0.0008907227,0.0002578389,0.0002561095,0.0003064745,0.005236063,0.0005609781,0.00006219286,0.0003737833,0.0002554794],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005544525,"about_ca_system_score_gemma":0.004240903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7519904,"about_ca_topic_score_gemma":0.9381648,"domain_scores_codex":[0.9957357,0.002413757,0.0003571851,0.0004505313,0.0004166037,0.0006261911],"domain_scores_gemma":[0.997937,0.001081826,0.0001680859,0.0003005695,0.00009891384,0.0004136049],"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":[0.00004699714,0.0002520937,0.1246102,0.0001105138,0.00009035879,0.00006706693,0.01917399,0.0001300893,0.002854011,0.7848373,0.02289442,0.04493297],"study_design_scores_gemma":[0.0005736934,0.00005100761,0.1273465,0.0002291989,0.000092435,0.00007594554,0.0008207634,0.00007464681,0.00006205113,0.01448182,0.8558798,0.0003121258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908322,0.003746502,0.009868864,0.02483927,0.002399413,0.0003149229,0.0001546383,0.0002236214,0.06762055],"genre_scores_gemma":[0.9681421,0.005589828,0.0009106161,0.0007562174,0.0006567519,0.0000381831,0.000007232097,0.00004818392,0.02385091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8329853,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005833974460018288,"score_gpt":0.2303030555930969,"score_spread":0.2244690811330786,"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."}}