{"id":"W4408463334","doi":"10.1007/978-3-031-83317-5_7","title":"Prefabricated Shelters","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada); McGill University","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009021507,0.0006206997,0.000200764,0.0003892272,0.002055476,0.002025376,0.0008554294,0.0007191484,0.1818433],"category_scores_gemma":[0.0001944331,0.0002082489,0.0002262567,0.0009187961,0.0005874119,0.0009774547,0.001779983,0.001250424,0.03203575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252768,"about_ca_system_score_gemma":0.0007613283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009697636,"about_ca_topic_score_gemma":0.04555359,"domain_scores_codex":[0.9999213,0.00001033625,0.000002740046,0.00001472073,0.00002751396,0.00002333254],"domain_scores_gemma":[0.999963,0.000003913217,0.000002370919,0.000008979107,0.00001361123,0.000008053519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007116559,0.00008138068,0.0009530908,0.000273714,0.000005149268,0.0004559541,0.002425517,0.001158801,0.001522457,0.1146201,0.4498163,0.4286163],"study_design_scores_gemma":[0.000001417568,0.00001776321,0.0009451336,0.0000739723,8.655143e-7,0.0001018258,0.0006402307,0.00005467411,0.0001113204,0.001996615,0.9960539,0.000002124854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004621003,0.001680541,0.001110617,0.0003628932,0.0005985239,0.00003851849,0.0004072647,0.00007533604,0.9911053],"genre_scores_gemma":[0.0170542,0.001234374,0.001592213,0.0001589501,0.00004315604,0.00001672951,0.0004354546,0.00004256032,0.9794223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1818433,"threshold_uncertainty_score":0.6083264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978353670862291,"score_gpt":0.2822962339098041,"score_spread":0.2625126972011812,"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."}}