{"id":"W2131232239","doi":"10.1139/juvs-2015-0005","title":"Aerial photography collected with a multirotor drone reveals impact of Eurasian beaver reintroduction on ecosystem structure","year":2015,"lang":"en","type":"article","venue":"Journal of Unmanned Vehicle Systems","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; University of Exeter","keywords":"Beaver; Orthophoto; Ecosystem services; Aerial photography; Wetland; Ecosystem; Butte; Environmental science; Ecosystem engineer; Biodiversity; Environmental resource management; Ecology; Remote sensing; Geography; Archaeology","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":[0.00007666962,0.0001277923,0.000105854,0.0005588109,0.0001899201,0.0002131174,0.0001209968,0.00019497,0.002955339],"category_scores_gemma":[0.0001735268,0.00008700079,0.0001086946,0.0003030844,0.0001290415,0.000159495,0.0002613353,0.0002798111,0.000478933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381557,"about_ca_system_score_gemma":0.0001091246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020847,"about_ca_topic_score_gemma":0.04482565,"domain_scores_codex":[0.9999353,0.00000520655,0.000003218937,0.0000181185,0.00002468354,0.00001346875],"domain_scores_gemma":[0.9998688,0.00001823141,0.00002898843,0.00001903353,0.00004171592,0.0000233165],"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":[0.0005634014,0.0002422772,0.238564,0.0002878123,0.0001177751,0.005173912,0.002696328,0.003420799,0.5968165,0.000345703,0.006503556,0.1452679],"study_design_scores_gemma":[0.000004820068,0.0001018432,0.9827048,0.00002687723,0.00001639604,0.000824734,0.0009730916,0.001932247,0.009435769,0.00003486668,0.003933278,0.00001129244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902962,0.00009942325,0.001322897,0.00004519504,0.00002074404,0.00002738686,0.001400874,0.00009733737,0.006689808],"genre_scores_gemma":[0.9894027,0.0001505723,0.00488042,0.00004620249,0.000004166839,0.00001156632,0.001190401,0.00002625243,0.004287824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020847,"threshold_uncertainty_score":0.02029806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165842549117788,"score_gpt":0.2209974233088446,"score_spread":0.2093389978176667,"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."}}