{"id":"W4408463391","doi":"10.1007/978-3-031-83317-5_3","title":"Site Planning","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":"Geography; Computer science","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":[0.0002936538,0.0006181738,0.0003045659,0.001308591,0.001395802,0.002925235,0.0009867074,0.0008983531,0.2154985],"category_scores_gemma":[0.0005994818,0.0004004795,0.0002809445,0.001497768,0.0005791644,0.001465856,0.001279611,0.001334838,0.09500773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515896,"about_ca_system_score_gemma":0.001985448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055602,"about_ca_topic_score_gemma":0.03819411,"domain_scores_codex":[0.999804,0.00003242595,0.000006083716,0.00003296003,0.00009961348,0.00002490622],"domain_scores_gemma":[0.9998295,0.00002771563,0.000006369448,0.00003548746,0.00006748938,0.00003342792],"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":[0.000009010359,0.0000358785,0.000217663,0.00009931213,0.000002755491,0.00007221687,0.0003080967,0.001687126,0.0004182234,0.09818812,0.5801197,0.3188419],"study_design_scores_gemma":[7.272591e-7,0.000003789868,0.0001531758,0.00004543908,8.839554e-7,0.00004653314,0.0001330963,0.0002181995,0.00009136918,0.009864435,0.9894397,0.000002697971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003611998,0.001195499,0.007392481,0.0006924063,0.0002854107,0.0000564014,0.0003604689,0.0003034266,0.9893527],"genre_scores_gemma":[0.003321788,0.001255225,0.004103892,0.000199677,0.00004827997,0.00003076722,0.0003845229,0.0001262516,0.9905295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2154985,"threshold_uncertainty_score":0.7209142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255525818627938,"score_gpt":0.3082971089425263,"score_spread":0.2827445270797325,"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."}}