{"id":"W4409462505","doi":"10.1017/pub.2024.69","title":"Climate Futures at Play: Performing Environmental Public Humanities","year":2025,"lang":"en","type":"article","venue":"Public humanities.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Scheme for Promotion of Academic and Research Collaboration; York University; University of Minnesota","keywords":"Futures contract; Humanities; Climate change; Political science; Art; Economics; Oceanography; Geology; Financial economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02174915,0.0007259166,0.0002951242,0.001384582,0.03718282,0.01628919,0.001864431,0.003196282,0.03601522],"category_scores_gemma":[0.01585302,0.0004493561,0.0004546723,0.0009135816,0.02096787,0.01102229,0.02671553,0.004964247,0.002326145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007373883,"about_ca_system_score_gemma":0.01760715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236018,"about_ca_topic_score_gemma":0.02614986,"domain_scores_codex":[0.974422,0.01905127,0.0002361543,0.0007103244,0.001483276,0.004096985],"domain_scores_gemma":[0.9793943,0.008501232,0.001155696,0.0009740145,0.001293006,0.00868167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001136687,0.0004657635,0.006467491,0.0003145793,0.00002287944,0.001263423,0.6874765,0.0005124207,0.001570284,0.1304968,0.09572148,0.07557457],"study_design_scores_gemma":[0.00001457165,0.0000620379,0.001405141,0.0002561714,0.000007225099,0.0002554408,0.6028458,0.0002886094,0.0006091942,0.01378156,0.3804449,0.0000292426],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2417129,0.00229995,0.0176841,0.15369,0.003876744,0.0003111439,0.0001582415,0.0005680406,0.5796989],"genre_scores_gemma":[0.9629659,0.0007927231,0.004100162,0.003356037,0.0004095136,0.0001696151,0.0000570793,0.0001644115,0.02798446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03718282,"threshold_uncertainty_score":0.1204829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3713201706757548,"score_gpt":0.3821066749180371,"score_spread":0.01078650424228228,"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."}}