{"id":"W4320915226","doi":"10.3897/natureconservation.51.96366","title":"Using drone imagery to obtain population data of colony-nesting seabirds to support Canada’s transition to the global Key Biodiversity Areas program","year":2023,"lang":"en","type":"article","venue":"Nature Conservation","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Biodiversity; Population; Habitat; Context (archaeology); Ecology; Environmental resource management; Cartography; Fishery; Biology; Environmental science","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":[0.0005495538,0.000253762,0.0001388013,0.001137123,0.0005945808,0.0006009698,0.0004849732,0.0001536204,0.001374276],"category_scores_gemma":[0.002068945,0.0001694882,0.0001051001,0.0008021914,0.0002382505,0.0003103145,0.00041239,0.0002634902,0.0003829696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190822,"about_ca_system_score_gemma":0.002702314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.78358,"about_ca_topic_score_gemma":0.9465588,"domain_scores_codex":[0.9995728,0.00007863968,0.00002452995,0.00007008774,0.0001814493,0.00007247494],"domain_scores_gemma":[0.9982869,0.0001821551,0.0002087216,0.0001093081,0.0009654808,0.0002473523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173018,0.0001814035,0.9387949,0.0000743155,0.00005137684,0.0001065198,0.001467583,0.0009171704,0.006499645,0.00009661596,0.002529746,0.0491634],"study_design_scores_gemma":[0.00001624775,0.00008972469,0.9898497,0.00003345085,0.00001930022,0.00005283962,0.00204189,0.003368169,0.001068225,0.0000340476,0.003411121,0.0000152888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852363,0.0001240215,0.00153419,0.00009827812,0.00001019726,0.0004720153,0.00571295,0.00007951081,0.006732549],"genre_scores_gemma":[0.9841363,0.0001724538,0.00948777,0.00008787237,0.000006927178,0.0001856248,0.004218035,0.00001018605,0.001694815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21642,"threshold_uncertainty_score":0.435389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04980991920416383,"score_gpt":0.3141693905273196,"score_spread":0.2643594713231557,"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."}}