{"id":"W4364323238","doi":"10.1071/am22028","title":"A review of progress of a research program for the endangered northern quoll (Dasyurus hallucatus) in the multi-use landscapes of the Pilbara","year":2023,"lang":"en","type":"review","venue":"Australian Mammalogy","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rio Tinto; BHP","keywords":"Threatened species; Endangered species; Ecology; Habitat; Population; Environmental planning; Environmental resource management; Geography; Biology; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003163063,0.0002255654,0.0008625308,0.00007933639,0.0001097284,0.00001256694,0.001574933,0.0002694556,0.00008691409],"category_scores_gemma":[0.0006777779,0.000107528,0.000395049,0.001222799,0.00103835,0.00005752225,0.0002713608,0.0005109166,0.00003451329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006265473,"about_ca_system_score_gemma":0.0001571878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020055,"about_ca_topic_score_gemma":0.01226579,"domain_scores_codex":[0.9966935,0.001270541,0.0008864281,0.0003407488,0.0003865855,0.0004221796],"domain_scores_gemma":[0.9966811,0.001710439,0.0006773781,0.0008315842,0.00006989078,0.00002960184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000514448,0.0007876685,0.210493,0.08160751,0.0003079132,0.00001107923,0.001066105,0.000007214138,0.000001064177,0.0003418615,0.01084584,0.6944793],"study_design_scores_gemma":[0.0002919949,0.0002422483,0.1151142,0.01927369,0.0004002062,0.00002042286,0.0001521491,0.00001251471,0.000001199996,0.00008640526,0.864247,0.0001580231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005211963,0.9796907,0.000001650909,0.00348161,0.0001956417,0.01116791,0.0001801257,0.00002115925,0.00004925572],"genre_scores_gemma":[0.001312474,0.9940898,0.0002480747,0.0001063731,0.00004258804,0.003044626,0.00005349132,0.00003306296,0.001069501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8534011,"threshold_uncertainty_score":0.6844598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053906707826333,"score_gpt":0.4308732790128071,"score_spread":0.2254826082301739,"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."}}