{"id":"W4291954908","doi":"10.1111/aec.13229","title":"The impact of fire severity from the 2019 to 2020 mega‐fires on roosting ecology of a rainforest‐dependent bat (<i>Phoniscus papuensis</i>)","year":2022,"lang":"en","type":"article","venue":"Austral Ecology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Rainforest; Ecology; Tropical rainforest; Fire regime; Geography; Habitat; Biology; Ecosystem","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006901119,0.0002021112,0.0004347037,0.000009409106,0.001165102,0.000009856389,0.0006984054,0.0001898272,0.001277928],"category_scores_gemma":[0.0004726092,0.00006452724,0.0002238615,0.0002564261,0.0004571238,0.00003360152,0.0006585791,0.0004324855,0.00003058369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009125748,"about_ca_system_score_gemma":0.00005123804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802492,"about_ca_topic_score_gemma":0.03902208,"domain_scores_codex":[0.9980006,0.0005413874,0.0004315762,0.000343326,0.0001289692,0.0005541137],"domain_scores_gemma":[0.9955449,0.003873171,0.0002944379,0.0001486999,0.00007052286,0.00006831076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008792144,0.0002573954,0.9061397,0.000002105228,0.0004544949,0.00002457302,0.0005651123,0.001533233,0.01446764,0.0002091137,0.06627692,0.00919052],"study_design_scores_gemma":[0.0002240471,0.002849553,0.9923598,0.000002158875,0.00003031471,0.00001676813,0.001064288,0.00002298575,0.0004214143,0.0007709257,0.002114871,0.0001228559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841267,0.0001260897,4.353142e-8,0.01399131,0.0005801809,0.0004000617,0.0005100297,0.00001991531,0.0002456192],"genre_scores_gemma":[0.9982337,0.00007212479,0.000008264741,0.0009409229,0.0001438838,0.00007810925,0.00006283108,0.000001511003,0.0004586845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08622014,"threshold_uncertainty_score":0.999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546578077318884,"score_gpt":0.2417604945856813,"score_spread":0.2262947138124925,"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."}}