{"id":"W2223112428","doi":"","title":"The influence of flying altitude and beam divergence on canopy penetration and laser pulse return distribution characteristics","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Canopy; Altitude (triangle); Beam divergence; Divergence (linguistics); Distribution (mathematics); Pulse (music); Laser; Environmental science; Optics; Remote sensing; Meteorology; Atmospheric sciences; Laser beams; Beam diameter; Physics; Mathematics; Archaeology; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002665262,0.0001659799,0.0001881758,0.0002203827,0.000256989,0.0003063409,0.0002369588,0.000244065,0.001605565],"category_scores_gemma":[0.001488534,0.000235502,0.0002116439,0.0002621913,0.0001800155,0.0003333233,0.0002127171,0.0003756247,0.0002191023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002265732,"about_ca_system_score_gemma":0.0002352852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003997741,"about_ca_topic_score_gemma":0.004856728,"domain_scores_codex":[0.999873,0.00002388694,0.000004962394,0.00002291356,0.00003795125,0.00003717655],"domain_scores_gemma":[0.9975211,0.001998711,0.0001005579,0.00006063879,0.0002155535,0.0001033678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00197545,0.000195641,0.1602522,0.00022607,0.0001426245,0.00100809,0.0007949274,0.02910727,0.7616783,0.0003851317,0.0005074337,0.04372678],"study_design_scores_gemma":[0.0000513908,0.0008056595,0.8202819,0.00002195815,0.0001188204,0.001454288,0.0004901049,0.07853872,0.09733568,0.0002322907,0.0006041296,0.00006513813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966126,0.0001095,0.002262697,0.00001319362,0.000002245367,0.000003636904,0.0001057514,0.00002699754,0.0008631878],"genre_scores_gemma":[0.9993131,0.0000366367,0.0003163519,0.000007056257,0.000001226177,0.000001495505,0.00009120454,0.00002305526,0.0002098458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003997741,"threshold_uncertainty_score":0.007948935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007975819245559797,"score_gpt":0.2293785988603186,"score_spread":0.2214027796147588,"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."}}