{"id":"W3175304162","doi":"10.14288/1.0397282","title":"it looks like rain : the aesthetics of towers, public space, and the weather","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Space (punctuation); Public space; Meteorology; Architectural engineering; Geography; Art; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205535,0.00004248087,0.0001903191,0.0000200531,0.0001763143,0.00007111945,0.0002358302,0.00006984006,0.0001158915],"category_scores_gemma":[0.00002531105,0.00008836672,0.0000950071,0.0001489838,0.000507578,0.00007682839,0.0001153568,0.0001637122,0.000004239706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001637309,"about_ca_system_score_gemma":0.0000444956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744501,"about_ca_topic_score_gemma":0.04759446,"domain_scores_codex":[0.9993564,0.00008696008,0.00008043292,0.0001456071,0.0001661795,0.0001644419],"domain_scores_gemma":[0.9994244,0.000100533,0.00003933746,0.0002896841,0.00008967423,0.00005635765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003224854,0.0001154004,0.004893919,0.0002364764,0.0003083505,0.000201199,0.009487723,0.0007494175,0.0004826474,0.0001508904,0.04853341,0.9348083],"study_design_scores_gemma":[0.007418028,0.0001469713,0.8497425,0.0003431139,0.0003423779,0.0007119704,0.01920961,0.01933528,0.00003293936,0.0134597,0.08839431,0.0008631924],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608685,0.002690285,0.01242512,0.001884756,0.0001452493,0.0002575774,0.00006122921,0.0000835933,0.02158371],"genre_scores_gemma":[0.9972767,0.0006006758,0.0003637693,0.0001101796,0.00001657209,3.448002e-7,0.00000309707,0.00001432509,0.001614402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9339451,"threshold_uncertainty_score":0.9697844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008745326199023993,"score_gpt":0.1576966538256181,"score_spread":0.1489513276265942,"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."}}