{"id":"W4410967311","doi":"10.1080/2833115x.2025.2493810","title":"Building and protecting assets in the spaces of climate risk-making","year":2025,"lang":"en","type":"article","venue":"Finance and Space","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Risk analysis (engineering); Environmental planning; Geography","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":[0.0008845555,0.0001160824,0.0003047642,0.0001643048,0.0002013314,0.00006951623,0.000117796,0.00007645437,0.000002288808],"category_scores_gemma":[0.0000684457,0.000107381,0.00003461105,0.0003314943,0.00007413934,0.000150973,0.00006757263,0.0002351042,0.000002308845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564335,"about_ca_system_score_gemma":0.00001071638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005695881,"about_ca_topic_score_gemma":0.0001667969,"domain_scores_codex":[0.999102,0.00003042317,0.0003081386,0.0002880453,0.00002472993,0.0002466603],"domain_scores_gemma":[0.9993569,0.0001217741,0.0003147697,0.0001857143,0.00001155247,0.000009345078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002905269,0.00004226211,0.3438238,0.0002127871,0.00001411239,0.000009678107,0.003719456,0.0000998928,0.00009615783,0.6359571,0.0001202373,0.01587553],"study_design_scores_gemma":[0.00106727,0.0001038395,0.7898526,0.0007455699,0.0000140152,0.00001036477,0.0007532224,0.0038379,0.0004604479,0.02452127,0.1782213,0.0004122214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977208,0.006255145,0.001306781,0.0006381855,0.0001126885,0.0002114973,0.00002453164,0.00001147007,0.0142317],"genre_scores_gemma":[0.9918264,0.005314202,0.002548398,0.0001090052,0.00002772443,0.00002060559,3.974636e-7,0.000008147719,0.000145153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6114358,"threshold_uncertainty_score":0.437887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697870220920299,"score_gpt":0.2489190377662695,"score_spread":0.2319403355570665,"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."}}