{"id":"W4367052777","doi":"10.7717/peerj.14772","title":"Out of thin air: surveying tropical bat roosts through air sampling of eDNA","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; York University","funders":"","keywords":"Population; Biodiversity; Ecology; Geography; Biology","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":[0.0002888856,0.0003946356,0.0002480789,0.0006841345,0.0003173514,0.000384533,0.000468123,0.0003181224,0.0007270787],"category_scores_gemma":[0.0004430013,0.0001837148,0.0001796247,0.0004623148,0.0002953488,0.0003767102,0.000539832,0.0002318681,0.0004218493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269679,"about_ca_system_score_gemma":0.0002063733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786673,"about_ca_topic_score_gemma":0.01192099,"domain_scores_codex":[0.9996572,0.00005074873,0.00001780191,0.0001435426,0.00009453655,0.00003627648],"domain_scores_gemma":[0.9996786,0.00006882842,0.0001148868,0.00002436069,0.00007598034,0.00003726537],"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":[0.0001464759,0.0001071723,0.4378759,0.0004441929,0.00008930331,0.0009159121,0.002174137,0.0007477503,0.4686254,0.0001425152,0.0004773968,0.08825377],"study_design_scores_gemma":[0.00001481228,0.0006632064,0.9249318,0.0001533732,0.0001542027,0.003260265,0.003164835,0.004477517,0.05261289,0.0002957284,0.01022074,0.00005067163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690551,0.001084197,0.02372038,0.00007593328,0.00004878382,0.0002081186,0.001326484,0.0001558136,0.004325221],"genre_scores_gemma":[0.8970557,0.001120202,0.09826302,0.0002652853,0.00004926247,0.0002379021,0.001104701,0.00005089584,0.00185304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002786673,"threshold_uncertainty_score":0.005540967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697301685378801,"score_gpt":0.2755450922661403,"score_spread":0.2185720754123522,"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."}}