{"id":"W811386961","doi":"10.1007/978-3-319-14983-7_14","title":"Invertebrates on Green Roofs","year":2015,"lang":"en","type":"book-chapter","venue":"Ecological studies","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Habitat; Invertebrate; Green roof; Ecosystem services; Ecology; Biodiversity; Environmental science; Foraging; Ecosystem; Wildlife corridor; Geography; Biology; Roof","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002480303,0.0003318671,0.0005450988,0.00002646662,0.0002032493,0.00001051584,0.0002441237,0.0003019616,0.01115553],"category_scores_gemma":[0.00005136471,0.0002194461,0.0001018636,0.00002773499,0.0004708957,0.00004408693,0.000571289,0.0003878295,0.01914941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005720129,"about_ca_system_score_gemma":0.00001431542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844369,"about_ca_topic_score_gemma":0.006086578,"domain_scores_codex":[0.9985079,0.00002435472,0.0002388088,0.0004933131,0.0003938954,0.0003417608],"domain_scores_gemma":[0.9993017,0.0001362738,0.0001383587,0.0002297836,0.00001900091,0.0001749043],"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":[0.00002333826,0.00006007435,0.01758764,0.00002013928,0.00009946131,0.00007807997,0.0001484812,0.00001494468,7.594078e-7,0.008643643,0.9691274,0.004196059],"study_design_scores_gemma":[0.0001935781,0.0010804,0.01237225,0.00003256496,0.0000347743,0.000002162717,0.00003222138,0.0000130146,5.858867e-7,0.1032807,0.8825859,0.0003718226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001324425,0.002930115,8.279345e-7,0.003713843,0.0001955199,0.0003335341,0.00001766085,0.00009744883,0.9913867],"genre_scores_gemma":[0.008314305,0.00127499,0.00007459286,0.004318165,0.0002671565,0.00002649108,0.000009153614,0.00002664631,0.9856885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09463701,"threshold_uncertainty_score":0.9897484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135755066313939,"score_gpt":0.303790097021322,"score_spread":0.168035030707383,"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."}}