{"id":"W4206696962","doi":"10.31234/osf.io/3vs4b","title":"Brexit, COVID-19 and Attitudes Towards Immigration in Britain","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Brexit; Immigration; Referendum; Context (archaeology); Political science; Pandemic; Negotiation; European union; Demographic economics; Coronavirus disease 2019 (COVID-19); Politics; Development economics; Geography; Economics; Law; International trade; Medicine","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":[0.001615481,0.0002103276,0.0002655585,0.0003900855,0.001553937,0.002604475,0.0002125959,0.0007551785,0.005055751],"category_scores_gemma":[0.005083398,0.0002236116,0.0001784262,0.0004224898,0.001956081,0.0005306309,0.00144027,0.00125911,0.0005283411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229443,"about_ca_system_score_gemma":0.00050799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676492,"about_ca_topic_score_gemma":0.02633436,"domain_scores_codex":[0.9990338,0.0004827759,0.00003501501,0.00008257625,0.0002191949,0.0001465689],"domain_scores_gemma":[0.9964533,0.001199992,0.001044941,0.0001750448,0.0002579904,0.0008686905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001880098,0.003713718,0.6335191,0.0002072308,0.00009876508,0.0006619998,0.3234539,0.0002040074,0.01019099,0.003278179,0.00157506,0.02121696],"study_design_scores_gemma":[0.00004776198,0.0006550479,0.9257854,0.00004040169,0.00001625556,0.00004765447,0.07009309,0.0001307377,0.0002891411,0.0003865558,0.00248441,0.00002356282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984527,0.00003387003,0.00001077073,0.00008975165,0.00000475498,0.00000353971,0.000005074638,5.18958e-7,0.001399025],"genre_scores_gemma":[0.9982781,0.00005842896,0.00002552129,0.00007355872,0.000004467013,0.000007805334,0.00001510781,0.000001635399,0.001535436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676492,"threshold_uncertainty_score":0.03333467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420461667660442,"score_gpt":0.3758979438316679,"score_spread":0.3338517770656236,"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."}}