{"id":"W4406726999","doi":"10.7202/1115688ar","title":"Transnational Responses to a Global Pandemic","year":2023,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Geography; Coronavirus disease 2019 (COVID-19); Medicine; Internal medicine; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008170087,0.00007970677,0.0001485988,0.0000530203,0.0007870008,0.00007962366,0.00009303565,0.00005538151,0.00003567882],"category_scores_gemma":[0.0004391554,0.0000676026,0.00002797508,0.0006808614,0.0001678201,0.000121858,0.00003930021,0.00005582104,0.00003717749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301994,"about_ca_system_score_gemma":0.0001688462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470219,"about_ca_topic_score_gemma":0.09157676,"domain_scores_codex":[0.9989256,0.0001462571,0.0001205994,0.0001837745,0.0002900345,0.0003337828],"domain_scores_gemma":[0.9993583,0.0002850594,0.00001894467,0.00005377665,0.00009422126,0.0001896978],"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":[0.00005583219,0.00001810015,0.2184549,0.00002425852,0.00004526158,0.000008408772,0.02869456,0.000001431635,0.000002348108,0.7210804,0.01080691,0.0208076],"study_design_scores_gemma":[0.0002107215,0.00004602336,0.3292839,0.000007820828,0.000005995808,0.000001658874,0.009067177,0.000002651622,6.116965e-8,0.01283982,0.6484501,0.00008406441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90321,0.0006370778,0.00000877567,0.08753449,0.0003381623,0.0001577352,0.00006515496,0.0001968944,0.007851676],"genre_scores_gemma":[0.9949677,0.001206964,0.00005275793,0.001547189,0.0002048413,0.00001753239,0.000004546787,0.000002881776,0.001995578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7082406,"threshold_uncertainty_score":0.9249996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07802590737728178,"score_gpt":0.4067781078846423,"score_spread":0.3287522005073605,"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."}}