{"id":"W6947828337","doi":"10.4224/40002000","title":"Urban airflow: what drone pilots need to know","year":2021,"lang":"en","type":"report","venue":"NPARC","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Airflow; Drone; Crew; Need to know; Plan (archaeology); Aviation; Promotion (chess); Aviation safety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00150771,0.0004427478,0.0005054339,0.001154336,0.002097657,0.003016693,0.0008475944,0.001947335,0.02655454],"category_scores_gemma":[0.005855804,0.0003675572,0.0004079844,0.0006320812,0.0008766501,0.005761087,0.001729396,0.001968794,0.008892768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697616,"about_ca_system_score_gemma":0.004529984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02754235,"about_ca_topic_score_gemma":0.05430654,"domain_scores_codex":[0.9989747,0.0002522663,0.00007996416,0.00009020542,0.0003548106,0.0002482392],"domain_scores_gemma":[0.9939032,0.001125251,0.0004519932,0.0002328512,0.001819855,0.002466788],"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":[0.0001274231,0.0004743281,0.06389885,0.002263481,0.00002731361,0.001968747,0.01073613,0.000376549,0.001434278,0.002887954,0.3587219,0.557083],"study_design_scores_gemma":[0.00002479057,0.0003078819,0.07329614,0.003023203,0.00002569587,0.002303287,0.072607,0.0003819503,0.0006400277,0.005236089,0.8420709,0.00008299135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1491237,0.03716338,0.01027636,0.551224,0.007358264,0.0008305103,0.0103015,0.001646702,0.2320756],"genre_scores_gemma":[0.613569,0.08987672,0.03155918,0.111032,0.003533759,0.000743166,0.01419092,0.0003250903,0.1351703],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02754235,"threshold_uncertainty_score":0.08883375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03826920513005629,"score_gpt":0.2763449065542377,"score_spread":0.2380757014241814,"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."}}