{"id":"W4318611222","doi":"10.4000/developpementdurable.21189","title":"Covid-19 : le retour à la plage dans quatre grandes villes méditerranéennes après le confinement du printemps 2020 : Marseille et Nice (France), Barcelone et Valence (Espagne)","year":2022,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Géomatique du Québec","funders":"","keywords":"Humanities; Political science; Geography; Art","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003752602,0.0008199327,0.0009898894,0.0001892549,0.005618654,0.0004504904,0.001287027,0.0002255266,0.004045684],"category_scores_gemma":[0.0007360619,0.000903294,0.0004694741,0.0009594083,0.00172124,0.0006669691,0.001133833,0.0009365467,0.00003645702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596202,"about_ca_system_score_gemma":0.003443841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1756897,"about_ca_topic_score_gemma":0.1765209,"domain_scores_codex":[0.9906273,0.003831288,0.001140276,0.001279755,0.001774673,0.001346685],"domain_scores_gemma":[0.9968857,0.001133219,0.0006005226,0.0005455199,0.0001697522,0.0006653355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482281,0.001411544,0.01430742,0.000535341,0.0004620065,0.0003835075,0.1776536,0.001040502,0.0004627054,0.118293,0.6831189,0.002183225],"study_design_scores_gemma":[0.002519331,0.0002981115,0.00697711,0.0002155372,0.00009063441,0.00001993704,0.09391376,0.0002207785,0.0001261935,0.006262373,0.8883588,0.0009974274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0657982,0.02815429,0.001818709,0.7934686,0.004506974,0.001986398,0.00122279,0.0004445418,0.1025995],"genre_scores_gemma":[0.8689127,0.04853339,0.001061912,0.0135042,0.0006108072,0.001053716,0.0004257577,0.0001186649,0.06577885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8031145,"threshold_uncertainty_score":0.9993418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04148325096033879,"score_gpt":0.2791983974123517,"score_spread":0.2377151464520129,"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."}}