{"id":"W7072157393","doi":"","title":"Using a Remotely Piloted Aircraft System to Investigate the Relationship between Canopy Temperature Depression and American Beech Health in Southern Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beech; Tree health; Canopy; Bark (sound); Visibility; Tree (set theory); Forest health; Vegetation (pathology)","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":[0.0001108908,0.000194623,0.0001224481,0.0002177798,0.000872427,0.000346246,0.0002393519,0.0001756647,0.0006847385],"category_scores_gemma":[0.0002140897,0.000117928,0.0000923658,0.000339549,0.0003123024,0.0001368359,0.0002200283,0.0001973007,0.0001365891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003151508,"about_ca_system_score_gemma":0.001867288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8497573,"about_ca_topic_score_gemma":0.9608365,"domain_scores_codex":[0.9999061,0.000007731734,0.000002216622,0.00002886327,0.00003076846,0.00002435441],"domain_scores_gemma":[0.9998191,0.00001606818,0.00002665735,0.000008495113,0.0000879938,0.00004164838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000430577,0.0002508122,0.907086,0.00005201996,0.00004495122,0.0005863113,0.00379982,0.0008195967,0.06876666,0.00009051924,0.001158424,0.01691437],"study_design_scores_gemma":[0.000009674679,0.00008107094,0.9962165,0.000003463947,0.000008975777,0.00004494776,0.00115395,0.0008156257,0.000751705,0.00001266842,0.0008954766,0.000005921767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979202,0.00002741405,0.0001754343,0.0000269648,0.000002333279,0.0000290047,0.0002594089,0.00001181333,0.001547481],"genre_scores_gemma":[0.9970719,0.00005943439,0.0006531072,0.00003425255,0.00000244949,0.00002959263,0.0003663419,0.000003607923,0.001779192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502427,"threshold_uncertainty_score":0.3022551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02257064165163997,"score_gpt":0.2281346600401963,"score_spread":0.2055640183885563,"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."}}