{"id":"W6948374321","doi":"10.5061/dryad.5tb2rbp7j","title":"Bats of Bangladesh — A systematic review of the diversity and distribution with recommendations for future research","year":2022,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Distribution (mathematics); Biodiversity; Natural (archaeology); Population; Natural history; Global biodiversity; Endemism","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003296442,0.0001719439,0.000732377,0.0001107977,0.0008861799,0.00001153165,0.0007246634,0.00009951545,0.00086702],"category_scores_gemma":[0.000993719,0.0001105268,0.0001268428,0.000935145,0.0001890777,0.00006767314,0.001555363,0.0004919662,0.000007582453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704823,"about_ca_system_score_gemma":0.0001456021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002234834,"about_ca_topic_score_gemma":0.000215528,"domain_scores_codex":[0.9969717,0.001213647,0.0004475635,0.0002828526,0.0008785288,0.0002056888],"domain_scores_gemma":[0.9970273,0.0005162435,0.0007839929,0.001038443,0.0005863305,0.00004766044],"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":[0.00002518699,0.00005242359,0.00001356315,0.3508371,0.00009281762,4.541972e-7,0.000059956,4.870275e-8,5.447167e-7,0.00005708918,0.6488575,0.000003326827],"study_design_scores_gemma":[0.0003397554,0.0001577769,0.0001154712,0.1280501,0.001308353,0.000009666752,0.0005695277,0.000001694874,0.000005698487,0.00003247433,0.8692713,0.0001382052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000413256,0.01046163,0.000003219879,0.0007640432,0.0001066336,0.003986266,0.9846238,0.000007920044,0.000005136426],"genre_scores_gemma":[0.00008430451,0.005906794,0.00001863509,0.00003872542,0.00003479277,0.00041158,0.9934465,0.00001912288,0.00003955132],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.222787,"threshold_uncertainty_score":0.9493261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06761435604212115,"score_gpt":0.3499789988762682,"score_spread":0.2823646428341471,"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."}}