{"id":"W6931465004","doi":"10.5285/eeb7c6dc-2ad8-4375-ad86-523a6e570170","title":"Audible and ultrasound recordings to survey birds and bats on Barro Colorado Island and in the Gamboa forest region, Panama, January 2023","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"Natural Environment Research Council","keywords":"Panama; Sunset; Sunrise; Sound (geography); Data recording","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":[0.0006293737,0.000899347,0.0006607925,0.001737604,0.0007442208,0.001015348,0.001308755,0.001062283,0.02167463],"category_scores_gemma":[0.002833877,0.0002972806,0.0004151796,0.002951645,0.0002369186,0.0005009248,0.001099679,0.000689065,0.0202452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009515623,"about_ca_system_score_gemma":0.001170688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1043971,"about_ca_topic_score_gemma":0.2204688,"domain_scores_codex":[0.9996815,0.00005542086,0.00003324413,0.0001006821,0.00007197345,0.00005720466],"domain_scores_gemma":[0.9987802,0.0002861336,0.0001408452,0.0002162302,0.0004381421,0.0001384771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001276142,0.00003770874,0.0104358,0.0006873129,0.00003867,0.00006931103,0.0001455705,0.000335503,0.0001727264,0.0004048131,0.9804962,0.007048808],"study_design_scores_gemma":[0.0002264113,0.00003391313,0.1206015,0.0005342186,0.00004595562,0.00009935886,0.000779454,0.001000939,0.0003413288,0.001100109,0.8751857,0.00005108073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001945831,0.0001130593,0.0000834841,0.00009730445,0.00002522951,0.00001348257,0.99629,0.0001647944,0.001266879],"genre_scores_gemma":[0.003295415,0.00008330695,0.000504486,0.00003266058,0.00001500195,0.0001210621,0.9944007,0.00004115,0.001506232],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1043971,"threshold_uncertainty_score":0.2075788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370278188185545,"score_gpt":0.376700050919054,"score_spread":0.2396722321004995,"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."}}