{"id":"W4417108411","doi":"10.1177/19394071251397151","title":"A Delphi Consensus Study on International Best Practice to Promote Resilience, Sustainability, and Safeguard Prisons and Prison Communities Against the Consequences of Climate Change","year":2025,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Prison; Climate change; Vulnerability (computing); Best practice; Delphi method; Set (abstract data type); Global warming","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":[],"consensus_categories":[],"category_scores_codex":[0.0007640962,0.0001818666,0.0001910633,0.00006103198,0.0006986277,0.00008202663,0.0002579848,0.00005184068,0.00004886403],"category_scores_gemma":[0.0003311712,0.0001436098,0.00001897459,0.0001436907,0.0009215297,0.0001700356,0.0008214287,0.0002106749,0.00002283323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719176,"about_ca_system_score_gemma":0.000014773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009948233,"about_ca_topic_score_gemma":0.0004839865,"domain_scores_codex":[0.9984698,0.000246976,0.0003163363,0.0002928678,0.0003490234,0.0003249615],"domain_scores_gemma":[0.9987075,0.0006725984,0.0001563772,0.0003291104,0.0000104606,0.0001239331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002114838,0.005557329,0.7031934,0.0006449239,0.0001238994,0.0001173976,0.1531096,0.0005372929,0.005492615,0.0009314296,0.001466927,0.1267104],"study_design_scores_gemma":[0.001119314,0.002050431,0.4371299,0.0002998817,0.0003020272,0.0000368156,0.5480246,0.0004473354,0.000375187,0.0002363512,0.009664619,0.0003136228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774422,0.0001802404,0.000006378657,0.01416145,0.0001171039,0.001733642,0.000080781,0.0000139248,0.006264281],"genre_scores_gemma":[0.9953042,0.00164123,0.0002582051,0.00254176,0.00002481374,0.0001139841,0.000006324138,0.00000968175,0.00009979948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.394915,"threshold_uncertainty_score":0.5856239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497824421534929,"score_gpt":0.3538922235633788,"score_spread":0.3089139793480295,"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."}}