{"id":"W4412896212","doi":"10.1007/s40980-025-00140-8","title":"Here, There and Everywhere: Residential Relocation Following a Natural Disaster","year":2025,"lang":"en","type":"article","venue":"Spatial Demography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Relocation; Natural (archaeology); Natural disaster; Environmental planning; Business; Geography; Computer science; Archaeology; Meteorology","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":[0.0002649691,0.0001041948,0.0001139515,0.0001743117,0.0004993252,0.000217246,0.0002191542,0.00006894198,0.00003251476],"category_scores_gemma":[0.00005483568,0.00009356959,0.0001164212,0.0006200436,0.0002283547,0.0003149534,0.00008741165,0.00009904085,0.000009772075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000016164,"about_ca_system_score_gemma":0.00004046379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004227913,"about_ca_topic_score_gemma":0.01189002,"domain_scores_codex":[0.9989061,0.000138479,0.000152658,0.0002597962,0.0002918821,0.0002511364],"domain_scores_gemma":[0.9996698,0.00005488801,0.00004751401,0.000145051,0.00003149985,0.00005124249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004873,0.00008153024,0.7668099,0.00007744491,0.0002140717,0.0000164641,0.007808618,0.000003935713,0.0003217092,0.04562506,0.006342498,0.1725983],"study_design_scores_gemma":[0.001162215,0.00006095968,0.8943508,0.0003161328,0.0002011221,3.021467e-7,0.02280211,0.0002367503,0.00007264785,0.02459627,0.05568565,0.0005149982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961943,0.001802809,0.001533651,0.001672216,0.001772462,0.0003730744,0.000001106534,0.0001043835,0.09654594],"genre_scores_gemma":[0.9943808,0.0001177524,0.000126916,0.0002320803,0.0001299066,0.00001370741,0.000003226641,0.000005994811,0.004989647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720833,"threshold_uncertainty_score":0.6634913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942081778414095,"score_gpt":0.2708547923492852,"score_spread":0.2659127105708711,"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."}}