{"id":"W4302363502","doi":"10.1073/pnas.2210525119","title":"Climate change and the threat to civilization","year":2022,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Climate change; Civilization; Environmental ethics; Global warming; Political science; History; Political economy; Geography; Sociology; Law; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008679641,0.0002104805,0.0001908337,0.0006239833,0.001512252,0.003352328,0.0002507468,0.001933101,0.0106803],"category_scores_gemma":[0.00253978,0.0000735893,0.0002036525,0.00103868,0.003172285,0.001869529,0.001873118,0.002002868,0.0007943049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022619,"about_ca_system_score_gemma":0.001996248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069171,"about_ca_topic_score_gemma":0.0155611,"domain_scores_codex":[0.9992222,0.0003141208,0.00001571283,0.00005875658,0.0001404605,0.000248841],"domain_scores_gemma":[0.9991085,0.0001893513,0.0001710115,0.00005489834,0.0001680956,0.0003080959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001249474,0.0001271787,0.02819875,0.0001870538,0.0001125457,0.0005023169,0.004096354,0.002536302,0.000502952,0.7159147,0.144487,0.1032099],"study_design_scores_gemma":[0.00001509944,0.0000712912,0.05423202,0.0003386385,0.0000209954,0.0002856761,0.008448972,0.0008070755,0.0002008393,0.3652597,0.5702758,0.00004394864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08490434,0.05601146,0.0005197271,0.4027244,0.003243135,0.00001350232,0.0006190729,0.00003528325,0.4519292],"genre_scores_gemma":[0.9447107,0.02845123,0.0002082916,0.009623894,0.00181311,0.00000999201,0.0001669713,0.00001357604,0.01500227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01069171,"threshold_uncertainty_score":0.03572911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209879190316674,"score_gpt":0.3401568770800732,"score_spread":0.2191689580484057,"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."}}