{"id":"W2906307017","doi":"","title":"The Business Case for Rooftop Urban Agriculture","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban agriculture; Globe; Agriculture; Environmental planning; Urban planning; Business; Population; World population; Geography; Economic growth; Engineering; Civil engineering; Economics; Developing country","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008653119,0.0004548471,0.0004836403,0.000113545,0.004814034,0.000625691,0.003168528,0.0008325192,0.00002776778],"category_scores_gemma":[0.0001212242,0.0001920758,0.0003028238,0.002133429,0.00101354,0.0003953068,0.0009633629,0.0006506366,0.00007144855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007271459,"about_ca_system_score_gemma":0.0002588695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01251555,"about_ca_topic_score_gemma":0.03057234,"domain_scores_codex":[0.9960768,0.0009904647,0.0002013818,0.001110277,0.0006207076,0.001000364],"domain_scores_gemma":[0.9967348,0.0005834295,0.000275391,0.0004393903,0.001542266,0.0004247074],"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":[0.0002979259,0.0001370024,0.0004263499,0.00004396091,0.0001458153,0.001838708,0.00006833355,3.228816e-7,0.0004512825,0.3425761,0.6528998,0.001114366],"study_design_scores_gemma":[0.0004940214,0.0003331875,0.001232345,0.00008540006,0.0001022853,0.0001468198,0.004598005,0.000004549084,0.00007166438,0.00005010231,0.9923842,0.0004974077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005623567,0.0003022981,0.00001166318,0.001267498,0.0003606296,0.002595983,0.0002293467,0.0001804271,0.9894286],"genre_scores_gemma":[0.00661143,0.0001955932,0.00006220087,0.00002077676,0.0009321602,0.000003513575,0.0001616194,0.00001673041,0.991996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.342526,"threshold_uncertainty_score":0.9964815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697308221440442,"score_gpt":0.2521660323424396,"score_spread":0.2151929501280352,"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."}}