{"id":"W6999594746","doi":"","title":"Cross-Chapter Box COVID: COVID-19. : Observed Impacts of Climate Change on Health, Well-Being, Migration and Conflict","year":2022,"lang":"en","type":"book-chapter","venue":"Socio-Environmental Systems Modeling","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Climate change; Global warming; Effects of global warming; Work (physics); Global change","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001402101,0.0008570047,0.001127397,0.0001729665,0.001291249,0.0001100649,0.0003485215,0.0005620726,0.007246647],"category_scores_gemma":[0.00002578574,0.0008929841,0.0002820893,0.00004088351,0.0004355314,0.0004488082,0.0006741,0.0007588222,0.0003367107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646302,"about_ca_system_score_gemma":0.00005380117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041158,"about_ca_topic_score_gemma":0.0002130054,"domain_scores_codex":[0.9949031,0.0001428996,0.001447399,0.001197799,0.001254465,0.001054357],"domain_scores_gemma":[0.9964986,0.0001507028,0.001318368,0.0007082244,0.000005822692,0.001318276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003139255,0.00144004,0.6363178,0.0197942,0.0008679614,0.0005870078,0.1509915,0.1090235,0.003238436,0.04975032,0.005589935,0.0192601],"study_design_scores_gemma":[0.01272826,0.007688029,0.006093085,0.005158133,0.0007581318,0.0005606083,0.03776046,0.06967583,0.00002819459,0.009584622,0.8410234,0.00894123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8052225,0.02396196,0.0003909897,0.01262543,0.00279463,0.01489478,0.007318071,0.0006269668,0.1321647],"genre_scores_gemma":[0.9210829,0.06318471,0.00004826498,0.007793887,0.0004158321,0.0002440323,0.001166105,0.000293315,0.005770923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8354335,"threshold_uncertainty_score":0.9993521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266933354026616,"score_gpt":0.3300133240508578,"score_spread":0.2033199886481962,"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."}}