{"id":"W3213019236","doi":"10.32920/ryerson.14660577.v1","title":"The Gardiner SkyPark: continuous productive urban landscape as infrastructure","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Architectural engineering; Environmental planning; Environmental resource management; Civil engineering; Geography; Engineering; Environmental science; Archaeology","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":[0.0001404698,0.000379929,0.0004944923,0.00007546342,0.0001138396,0.0003564579,0.0004005783,0.0002920075,0.0008934792],"category_scores_gemma":[0.00008534769,0.0002458858,0.0002948744,0.0001935371,0.00005063502,0.00004782695,0.0002806247,0.0008197438,0.00005596053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006143394,"about_ca_system_score_gemma":0.00007853782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009944918,"about_ca_topic_score_gemma":0.000153808,"domain_scores_codex":[0.9985632,0.0000622538,0.0003196394,0.0004390343,0.0002837115,0.0003321536],"domain_scores_gemma":[0.9988117,0.00006056526,0.00006305943,0.0007890883,0.0001798077,0.00009581196],"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":[0.00003374674,0.00003812963,0.01170183,0.000244178,0.003909865,0.0001031535,0.002666357,0.1145547,0.001244022,0.0007379308,0.8469947,0.01777138],"study_design_scores_gemma":[0.001641639,0.0001732883,0.02734956,0.000466354,0.002678588,0.0001914708,0.006659745,0.2967714,0.01515321,0.008794444,0.6346303,0.005490016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5239254,0.02542862,0.02597602,0.002081129,0.008213821,0.002060787,0.00008619124,0.00274395,0.4094841],"genre_scores_gemma":[0.9726541,0.0005959121,0.0006164049,0.00007941412,0.0009871897,0.0000779777,0.0001263386,0.0000710625,0.02479162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487287,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004087852290092167,"score_gpt":0.1839434167519176,"score_spread":0.1798555644618254,"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."}}