{"id":"W3034209317","doi":"10.1080/08882746.2020.1776036","title":"Prefabricating marginality: long-term housing impacts of displacement in post-disaster Montserrat","year":2020,"lang":"en","type":"article","venue":"Housing and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Context (archaeology); Geography; Displacement (psychology); Displaced person; Accommodation; Economic growth; Political science; Environmental planning; Socioeconomics; Sociology; Archaeology; Psychology; Refugee; Economics","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":[0.0003950098,0.0001047592,0.0001724895,0.00001883161,0.0002590619,0.0001212269,0.0001397975,0.00005727735,0.00002217812],"category_scores_gemma":[0.0000465191,0.00009640383,0.00007646863,0.000262368,0.0002490923,0.0002667186,0.0001229848,0.000100299,0.000001826343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005068455,"about_ca_system_score_gemma":0.00005680499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007421587,"about_ca_topic_score_gemma":0.0005261851,"domain_scores_codex":[0.9988689,0.00009297378,0.0002104203,0.0002364929,0.000290624,0.0003005893],"domain_scores_gemma":[0.9995974,0.00004001674,0.0001135495,0.0000959783,0.00003642546,0.0001165833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003959274,0.0001127495,0.6266689,0.0003606997,0.00004903988,0.000007774857,0.3513598,0.00005806647,0.002950987,0.0004634314,0.0003681589,0.01756074],"study_design_scores_gemma":[0.001375872,0.0001749238,0.7994391,0.000533604,0.0001016493,5.501906e-7,0.1941713,0.002235625,0.0002636542,0.0001245184,0.0009995589,0.0005795622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940946,0.0002489864,0.0003975448,0.00150963,0.00006082335,0.0001987034,0.000002137641,0.00003664419,0.003450989],"genre_scores_gemma":[0.9985302,0.0001875377,0.0004286988,0.0006293367,0.00008277717,0.000002525359,0.000002418473,0.000009576102,0.0001269071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727702,"threshold_uncertainty_score":0.3931234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788608198705325,"score_gpt":0.3010090120476152,"score_spread":0.273122930060562,"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."}}