{"id":"W4243749892","doi":"10.32920/ryerson.14647800","title":"A renewed approach : exploring Toronto’s relationship to biophilia","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Human health; Sociology; Environmental planning; Geography; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332642,0.0003701933,0.0003714022,0.001674105,0.009631892,0.01208275,0.001332025,0.002592684,0.01292213],"category_scores_gemma":[0.003093066,0.0002158288,0.0005745553,0.004403358,0.01102687,0.006133529,0.005336349,0.003056129,0.0005387831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06031646,"about_ca_system_score_gemma":0.03296816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7620404,"about_ca_topic_score_gemma":0.8808387,"domain_scores_codex":[0.9985126,0.0006113096,0.00002794766,0.0001574654,0.0002530812,0.0004375752],"domain_scores_gemma":[0.9964587,0.001158171,0.0004138375,0.0002010948,0.0006343859,0.001133688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004511781,0.00002395851,0.01435455,0.0001796163,0.00003010284,0.0006931596,0.06965662,0.0005730335,0.0002620845,0.8572594,0.04019246,0.01672999],"study_design_scores_gemma":[0.00001297082,0.00004063856,0.04213635,0.0007554758,0.00006629316,0.0002944448,0.2229053,0.001260545,0.0003776055,0.1421539,0.5899156,0.00008086869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1939976,0.03624404,0.006291957,0.4476376,0.002490447,0.00006154466,0.001999602,0.00009340402,0.3111838],"genre_scores_gemma":[0.9408346,0.01213729,0.002196414,0.008602134,0.0005230301,0.00005978773,0.0003767647,0.00007589456,0.03519402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2379596,"threshold_uncertainty_score":0.4787219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213771978953205,"score_gpt":0.2865131242667109,"score_spread":0.1651359263713905,"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."}}