{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195154,0.0003144804,0.0005370449,0.0001856764,0.000214902,0.0005718725,0.0005644326,0.0002171866,0.0001130673],"category_scores_gemma":[0.001107959,0.0002337526,0.00002577721,0.000431887,0.00009347217,0.00007444679,0.0003803733,0.0003188487,0.0002522612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002368818,"about_ca_system_score_gemma":0.00005772474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074823,"about_ca_topic_score_gemma":0.07161386,"domain_scores_codex":[0.998305,0.000163463,0.0004407013,0.000583962,0.0002296014,0.000277311],"domain_scores_gemma":[0.995162,0.003698937,0.000223235,0.0007390014,0.00005094821,0.0001259464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002992906,0.00007447063,0.0004548414,0.0001436337,0.00002752022,0.00001612435,0.000371963,4.269584e-7,0.000002938674,0.00004755616,0.998413,0.0004176092],"study_design_scores_gemma":[0.0006311145,0.0002093748,0.00839459,0.0007415881,0.0001188083,0.00007275178,0.000826617,0.00004041368,0.000006509445,0.009916921,0.9784885,0.0005527922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1603486,0.00007642261,0.0000235911,0.001111843,0.00008825363,0.003149538,0.8338825,0.000004691422,0.001314651],"genre_scores_gemma":[0.009159811,0.005996625,0.008232983,0.001018312,0.0004483288,0.002138381,0.9545987,0.0002970058,0.01810983],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1511888,"threshold_uncertainty_score":0.9532156,"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."}}