{"id":"W4244059214","doi":"10.1525/bio.2013.63.9.18","title":"Drone Ecology","year":2013,"lang":"en","type":"article","venue":"BioScience","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Drone; Biology","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":[0.0003093159,0.0006215536,0.0002426151,0.001328267,0.001691531,0.002249835,0.0007717987,0.0008127929,0.06719923],"category_scores_gemma":[0.001104501,0.0002390793,0.000350826,0.0007801504,0.0004662137,0.00157454,0.001622255,0.0008920965,0.02225584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000952179,"about_ca_system_score_gemma":0.0007390759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417221,"about_ca_topic_score_gemma":0.02345905,"domain_scores_codex":[0.9995691,0.00005627773,0.00002683907,0.0001061033,0.0001774036,0.00006420448],"domain_scores_gemma":[0.9994703,0.00005952125,0.00004670981,0.0000642266,0.0002344146,0.0001248567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002883899,0.0001674637,0.03467641,0.0008834034,0.00008305651,0.001130496,0.002370371,0.001323487,0.008560067,0.03664101,0.3007688,0.6131071],"study_design_scores_gemma":[0.000008980223,0.000076773,0.01182849,0.0001986534,0.0000188773,0.000755936,0.001363601,0.000555829,0.0008284102,0.001645156,0.982695,0.00002434341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05422359,0.01056372,0.01191917,0.005939791,0.00269554,0.0003049873,0.006321108,0.001267587,0.9067646],"genre_scores_gemma":[0.4042022,0.01511172,0.01678403,0.006731258,0.0006183684,0.0004047066,0.01470933,0.0005344445,0.5409039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06719923,"threshold_uncertainty_score":0.2248038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002906561426271014,"score_gpt":0.1557111735463341,"score_spread":0.1528046121200631,"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."}}