{"id":"W4389110464","doi":"10.3726/b20951","title":"Pandemic Injustice","year":2023,"lang":"en","type":"book","venue":"Peter Lang Verlag eBooks","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Injustice; Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Law; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006171918,0.0002010152,0.0002720658,0.0001377237,0.0003333877,0.00007979417,0.0004211959,0.0007000377,0.000130257],"category_scores_gemma":[0.000384136,0.0002004002,0.0001608783,0.00003925766,0.0005401481,0.00004154817,0.0001157646,0.0008711592,0.003037287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008778,"about_ca_system_score_gemma":0.0008563845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002205182,"about_ca_topic_score_gemma":0.0008697113,"domain_scores_codex":[0.9982527,0.0001357767,0.000213571,0.0003039641,0.0005587285,0.0005352843],"domain_scores_gemma":[0.9985615,0.000769888,0.00008009664,0.0002754894,0.00007862139,0.0002343846],"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":[0.000007073466,0.00000440885,0.000009955867,0.00009825752,0.00003913554,0.00005620091,0.003932506,1.219681e-7,0.000004204761,0.949424,0.04522804,0.001196055],"study_design_scores_gemma":[0.00006341752,0.00001424644,0.00002088784,0.0001109014,0.00006519191,8.210209e-7,0.0000666126,6.30454e-7,0.00000107817,0.3461734,0.6532826,0.0002001693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004747217,0.00005531154,0.000009258068,0.0002945013,0.001114668,0.0001632788,0.00008259087,0.0005477346,0.9976852],"genre_scores_gemma":[0.00379844,0.00003505965,0.00003082445,0.001655804,0.003272231,0.00001624283,0.00003594592,0.00005881261,0.9910966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6080546,"threshold_uncertainty_score":0.997739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09899808126761529,"score_gpt":0.3499956222274683,"score_spread":0.250997540959853,"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."}}