{"id":"W4392759734","doi":"10.5194/egusphere-egu24-14009","title":"Phenology and knowledge mobilization about the importance of trees in urban environments in southern Quebec, Canada","year":2024,"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":"Bishop's University","funders":"","keywords":"Mobilization; Phenology; Geography; Political science; Ecology; Archaeology; Biology","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":[0.0007694484,0.0001573369,0.0001943567,0.0009065541,0.004939394,0.001854762,0.0008778044,0.0003015703,0.006028486],"category_scores_gemma":[0.001615507,0.0001310499,0.0001468186,0.002010227,0.001309136,0.0005808981,0.0006609077,0.0006547955,0.0002617036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04567128,"about_ca_system_score_gemma":0.05294945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982514,"about_ca_topic_score_gemma":0.9995399,"domain_scores_codex":[0.9995085,0.00006531933,0.00001339978,0.00007409024,0.0001574336,0.0001813677],"domain_scores_gemma":[0.9974043,0.0003161574,0.0002375813,0.00003608946,0.001018136,0.0009877267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001347588,0.0002446944,0.7777156,0.0003489061,0.00006018138,0.0006768957,0.07337123,0.0009057549,0.001684361,0.002566658,0.0381645,0.1041265],"study_design_scores_gemma":[0.000007914661,0.00003531406,0.9242696,0.0001695172,0.00001439654,0.00004477367,0.04625797,0.0005509851,0.0001247757,0.0001265297,0.02836789,0.00003040751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687526,0.001497665,0.0003079511,0.006905999,0.00003939151,0.00007889921,0.002508195,0.00002648535,0.01988286],"genre_scores_gemma":[0.9875234,0.0007988864,0.0003328952,0.0004899093,0.000007236096,0.00002755575,0.0006323935,0.000007495222,0.01018029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04567128,"threshold_uncertainty_score":0.3313699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247407167165894,"score_gpt":0.2371717042099072,"score_spread":0.2246976325382482,"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."}}