{"id":"W3206222850","doi":"10.3390/covid1020041","title":"Barrier Gesture Relaxation during Vaccination Campaign in France: Modelling Impact of Waning Immunity","year":2021,"lang":"en","type":"article","venue":"COVID","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Vaccination; Gesture; Government (linguistics); Immunity; Distancing; Psychological intervention; Social distance; Public health; Transmissibility (structural dynamics); Medicine; Immunology; Environmental health; Coronavirus disease 2019 (COVID-19); Computer science; Disease; Immune system; Nursing; Artificial intelligence; Pathology; Infectious disease (medical specialty)","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":[0.001667089,0.001223105,0.001045213,0.001149362,0.0004682171,0.001673055,0.00140392,0.003055409,0.00408269],"category_scores_gemma":[0.006809137,0.0005807689,0.001846172,0.0006139114,0.0008780056,0.0009203014,0.001137769,0.001356822,0.0003825066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263197,"about_ca_system_score_gemma":0.001667765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1455428,"about_ca_topic_score_gemma":0.05657583,"domain_scores_codex":[0.9993103,0.0003124851,0.00002224535,0.0001095144,0.00003980398,0.0002057234],"domain_scores_gemma":[0.9949491,0.003800803,0.0005974298,0.000115222,0.0003198569,0.0002175559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006218955,0.00006992925,0.007360617,0.00005138107,0.00004422829,0.0001742947,0.00007433162,0.9855816,0.0002204426,0.004051286,0.000754661,0.001555211],"study_design_scores_gemma":[0.00002315982,0.00003002728,0.001805291,0.00001913025,0.00001915426,0.00002166506,0.00006711001,0.9958443,0.00005276867,0.00151368,0.0005916302,0.00001212723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218625,0.002619907,0.05018021,0.00332728,0.0001957036,0.0001289957,0.003454746,0.0003107014,0.01791992],"genre_scores_gemma":[0.9831786,0.0006027818,0.006519823,0.0002607228,0.00006693195,0.0001143471,0.001207535,0.00006044278,0.007988761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455428,"threshold_uncertainty_score":0.2893912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427213346208842,"score_gpt":0.4095356719594484,"score_spread":0.2668143373385642,"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."}}