{"id":"W2128961448","doi":"10.1177/1206331205283729","title":"In the Dark All You Have Left Is Architecture","year":2005,"lang":"en","type":"article","venue":"Space and Culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Architecture; Left behind; Electricity; Power (physics); Built environment; History; Engineering; Electrical engineering; Psychology; Physics; Archaeology; Electric power system; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005078733,0.0005065476,0.0002777276,0.0004517623,0.005243757,0.006101126,0.0004281464,0.001760505,0.01074529],"category_scores_gemma":[0.002404534,0.0001801087,0.0002244356,0.0005337073,0.007949045,0.005600253,0.001550721,0.004321463,0.004177538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831786,"about_ca_system_score_gemma":0.001436898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491388,"about_ca_topic_score_gemma":0.009075264,"domain_scores_codex":[0.9993782,0.00027008,0.0000171848,0.0001017097,0.0001473181,0.00008540343],"domain_scores_gemma":[0.9990358,0.0003842195,0.00005118883,0.0001191125,0.0002513564,0.0001582649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002199935,0.00001264112,0.0004110794,0.0001069763,0.000007746832,0.00007057073,0.005337744,0.000253113,0.0003008505,0.6089621,0.346031,0.03848405],"study_design_scores_gemma":[0.000001539636,0.000007605882,0.0001436023,0.00009988008,0.00000204787,0.00004673225,0.001745567,0.00006969815,0.00006181005,0.04791222,0.9499049,0.000004408467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008087315,0.04955963,0.01124636,0.2872078,0.03007087,0.00001485496,0.0001559557,0.0002466007,0.6134106],"genre_scores_gemma":[0.3400103,0.03774159,0.007201507,0.04551936,0.01666388,0.00006021424,0.0002004507,0.0004587054,0.5521441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01074529,"threshold_uncertainty_score":0.03594655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005864172665635591,"score_gpt":0.2121078174616685,"score_spread":0.2062436447960329,"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."}}