{"id":"W3192575301","doi":"10.1007/978-3-030-76694-8_14","title":"Interior-Exterior Ambiances: Environmental Transitions in the Recollection of an Urban Stroll","year":2021,"lang":"en","type":"book-chapter","venue":"Springer tracts in civil engineering","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Representation (politics); Embodied cognition; Architectural engineering; Architecture; Computer science; Engineering; Visual arts; Artificial intelligence; Political science; Art; Politics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003381039,0.0002919014,0.0003756462,0.0001733816,0.00004532582,0.00002904863,0.0002783444,0.0002230932,0.001612632],"category_scores_gemma":[0.000007246663,0.0002905364,0.0001134228,0.0001217438,0.00007332573,0.0002552201,0.00005147257,0.0007062063,0.00002708375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004729894,"about_ca_system_score_gemma":0.00002385971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002467564,"about_ca_topic_score_gemma":0.02375446,"domain_scores_codex":[0.9984146,0.00002775427,0.0004772511,0.0004232448,0.0003317417,0.0003254577],"domain_scores_gemma":[0.9993678,0.00003943702,0.0001227839,0.0003917695,0.000002197456,0.00007604748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008433354,0.004392401,0.3047059,0.003465481,0.0006286003,0.004556505,0.1085138,0.2714888,0.2088955,0.008047709,0.002634754,0.08182712],"study_design_scores_gemma":[0.003732835,0.001288725,0.8133506,0.004651235,0.0002456983,0.0002543058,0.002208976,0.01472636,0.00104192,0.000523552,0.1545358,0.003439983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723754,0.001513734,0.000734532,0.0003971681,0.0009051368,0.001596934,0.0001377361,0.0001044441,0.1222349],"genre_scores_gemma":[0.9920712,0.0002856456,0.0006911721,0.00007578261,0.0001080744,0.00003794122,0.0000281169,0.00006355497,0.006638533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5086447,"threshold_uncertainty_score":0.9999547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225566753864724,"score_gpt":0.2067048421237859,"score_spread":0.1944491745851387,"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."}}