{"id":"W2389276815","doi":"","title":"Inspiration to Guangzhou's Underground Space Development from Montreal's Indoor City","year":2007,"lang":"en","type":"article","venue":"Chinese Journal of Underground Space and Engineering","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Space (punctuation); Development (topology); Civil engineering; Function (biology); Natural (archaeology); Engineering; Geography; Computer science; Archaeology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006520088,0.000488177,0.0005880052,0.0004747558,0.00015243,0.0002240847,0.0002447093,0.0002229101,0.00002737413],"category_scores_gemma":[0.0001920158,0.0004129648,0.000128662,0.0005570779,0.00003402491,0.0008595684,0.00007890826,0.0005669154,0.000003913849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800317,"about_ca_system_score_gemma":0.000105527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002193682,"about_ca_topic_score_gemma":0.001081734,"domain_scores_codex":[0.9979127,0.00002076556,0.0007899748,0.0002657026,0.0004407094,0.0005701279],"domain_scores_gemma":[0.9986131,0.0002998038,0.0001440645,0.0002707726,0.0001942651,0.0004780617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001071288,0.0006149505,0.2333668,0.001597952,0.003421656,0.001021341,0.04102316,0.5058411,0.124488,0.007312249,0.006520473,0.07372098],"study_design_scores_gemma":[0.002615222,0.0003702885,0.9423127,0.0002969958,0.0001365965,0.0002761101,0.003457059,0.008104541,0.003634229,0.01527368,0.02194459,0.001578019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.687213,0.0008577366,0.3098995,0.0002632239,0.0006174325,0.000133287,0.000002048675,0.0001001558,0.00091364],"genre_scores_gemma":[0.9847761,0.000109201,0.01421402,0.00009380381,0.0006307972,0.000003212092,0.000007168215,0.00006707582,0.00009859936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7089458,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004496526006548845,"score_gpt":0.2027340285565391,"score_spread":0.1982375025499902,"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."}}