{"id":"W6981023369","doi":"","title":"Design, Fabrication, and Test of a Single Rotor Modular Unmanned Aerial Vehicle for Algae Bloom Monitoring of Lake Erie","year":2020,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Plant-derived Lignans Synthesis and Bioactivity","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Staring; Payload (computing); Field (mathematics); Filter (signal processing); Sampling (signal processing); Scale (ratio)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002556969,0.0001536213,0.0003090954,0.00005204067,0.0001319743,0.000009562805,0.0002768848,0.0002025376,0.00002016515],"category_scores_gemma":[0.0003425182,0.000181021,0.0001248281,0.000131116,0.0001741474,0.0000336881,0.0001597842,0.00007499371,0.000001077996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126938,"about_ca_system_score_gemma":0.00006282629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186249,"about_ca_topic_score_gemma":0.00004683165,"domain_scores_codex":[0.9990143,0.00009136299,0.0001867513,0.0003501184,0.0001642498,0.0001932812],"domain_scores_gemma":[0.9990274,0.0001087505,0.0002876832,0.0002324561,0.0002186008,0.0001251458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007892556,0.0001517869,0.06737421,0.00009772472,0.00008807727,0.000001491545,0.0002491052,0.00002204425,0.9305776,0.000004080374,0.00004758726,0.0005970452],"study_design_scores_gemma":[0.001157003,0.0007619563,0.09907688,0.00004198318,0.00008346652,0.000001980781,0.0003034867,0.00007485401,0.8969522,0.00001734984,0.001362106,0.0001667209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964203,0.000140336,0.002290977,0.0002134121,0.00004289638,0.0003725126,0.0004871686,0.00001072581,0.00002162458],"genre_scores_gemma":[0.9943524,0.0000421661,0.005359758,0.00001751513,0.0001014406,0.000001517011,0.00006019622,0.00001599465,0.00004899056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03362538,"threshold_uncertainty_score":0.7381822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004567918981214,"score_gpt":0.2107583333100832,"score_spread":0.180712654120271,"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."}}