{"id":"W3202206587","doi":"10.4324/9781003176558-17","title":"School roof farms","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Agricultural Systems and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roof; Architectural engineering; Business; Engineering; Civil 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660912,0.00034626,0.0001841319,0.0004401944,0.002390262,0.00251824,0.0005070548,0.0007165946,0.0549168],"category_scores_gemma":[0.0002194582,0.0002151252,0.0002142594,0.000784469,0.0009266147,0.001758532,0.001396408,0.0008891738,0.01063141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406341,"about_ca_system_score_gemma":0.001193647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508249,"about_ca_topic_score_gemma":0.02218612,"domain_scores_codex":[0.9998224,0.00003098055,0.000006344728,0.00004254146,0.00006429871,0.00003351125],"domain_scores_gemma":[0.9999233,0.00001777832,0.000007225226,0.000009106605,0.00002670412,0.00001577463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003272423,0.0001177731,0.002652403,0.0008113175,0.000006328171,0.001247643,0.01711488,0.0006809011,0.002154268,0.3277076,0.2753968,0.3720774],"study_design_scores_gemma":[0.000001104364,0.0000117011,0.0009391471,0.0001217568,0.000001323911,0.0001892529,0.002181169,0.00004748302,0.0002273362,0.00214424,0.9941329,0.000002435469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01665626,0.007799121,0.003609344,0.001296313,0.0004764804,0.0001165028,0.0004152796,0.000188377,0.9694424],"genre_scores_gemma":[0.0735241,0.007880409,0.004830385,0.000432668,0.00007917357,0.00005317784,0.000339766,0.0001200662,0.9127402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0549168,"threshold_uncertainty_score":0.183715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295814657736057,"score_gpt":0.2064713712161999,"score_spread":0.1768899054425942,"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."}}