{"id":"W7039895001","doi":"","title":"New Experimental Methods For modelling Canopy Problems","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Calibration; Wind tunnel; Computational fluid dynamics; Scale (ratio); Wind speed; Tree (set theory); Displacement (psychology); Flow velocity","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":[0.001871158,0.001037586,0.0006927585,0.001244833,0.0006393879,0.001713432,0.001872065,0.001482029,0.007452858],"category_scores_gemma":[0.005067523,0.0006399805,0.00100858,0.001112133,0.001684038,0.002670183,0.001697713,0.002229799,0.001287537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055013,"about_ca_system_score_gemma":0.001055955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736919,"about_ca_topic_score_gemma":0.002139419,"domain_scores_codex":[0.9989834,0.0003285755,0.00007930648,0.0001957691,0.0003619194,0.00005092099],"domain_scores_gemma":[0.9979149,0.001050154,0.000189091,0.0005048413,0.000278098,0.00006292953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001161617,0.0001981499,0.001865028,0.0009756256,0.00009269958,0.0001943775,0.0003302547,0.4496073,0.02815084,0.4124392,0.004649156,0.1013812],"study_design_scores_gemma":[0.00004046682,0.00008901153,0.0005279604,0.00009849512,0.00002020402,0.00009592863,0.0000938892,0.8979809,0.004870671,0.07018132,0.02595946,0.00004165422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003330123,0.0005305046,0.9888808,0.0001857951,0.0002078215,0.00009791781,0.0002146144,0.0002775032,0.006274935],"genre_scores_gemma":[0.1567398,0.002490371,0.8260695,0.0002763848,0.0003808092,0.001628131,0.0007630765,0.0003396753,0.01131224],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007452858,"threshold_uncertainty_score":0.02493227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577018295383368,"score_gpt":0.3554254825019265,"score_spread":0.1977236529635897,"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."}}