{"id":"W7125473295","doi":"10.1109/iceei68459.2025.11330896","title":"Spiking Cortical Architecture for Monitoring Wildlife Migration Trajectories via Aerial Imaging Sensors","year":2025,"lang":"","type":"article","venue":"","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Architecture; Aerial survey; Aerial imagery; Wildlife; Object detection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009371569,0.0002191721,0.0001964692,0.0002417801,0.0001145741,0.0003875441,0.0003565261,0.0002531054,0.000726936],"category_scores_gemma":[0.0004565011,0.0001196622,0.000171537,0.0003167505,0.0001818694,0.0003173575,0.000291134,0.0002053034,0.0001055936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959805,"about_ca_system_score_gemma":0.0002730266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335373,"about_ca_topic_score_gemma":0.005612135,"domain_scores_codex":[0.9999633,0.000006654317,0.000001254537,0.0000119213,0.000008141043,0.000008772974],"domain_scores_gemma":[0.9999399,0.00001840233,0.000009665252,0.000006121326,0.00001790312,0.000007991835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003431735,0.0000962084,0.0110129,0.0001352322,0.0001474881,0.0003552223,0.0001368755,0.5164489,0.2029514,0.009471431,0.002924154,0.2559769],"study_design_scores_gemma":[0.000004493799,0.00003646643,0.005324149,0.000006258838,0.00001867336,0.00008381544,0.00003396943,0.980646,0.008715742,0.004699876,0.0004237117,0.000006827347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4932343,0.0008980572,0.4990499,0.0004758639,0.00007468185,0.00003241754,0.000463589,0.0005050777,0.005266096],"genre_scores_gemma":[0.9862474,0.0001718293,0.01277742,0.00002700815,0.000009849524,0.000006899322,0.00005522182,0.000012184,0.0006920974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003335373,"threshold_uncertainty_score":0.00663197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00614694018016993,"score_gpt":0.2382288933414262,"score_spread":0.2320819531612563,"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."}}