{"id":"W4403838535","doi":"10.18280/ijdne.190531","title":"Modeling Potential Distributions of Endemic Toad Oreophryne monticola Under Land Use Changes in Bali","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agricultural and Environmental Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Toad; Geography; Agroforestry; Environmental science; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002897963,0.00006665382,0.0001017116,0.0001182066,0.00004725205,0.00009477095,0.0001553684,0.0001023507,0.00002042157],"category_scores_gemma":[0.00003190863,0.00004906284,0.00005163248,0.0001035759,0.00004521758,0.0003286125,0.00004239156,0.0002513989,9.003146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694332,"about_ca_system_score_gemma":0.00002769953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002860966,"about_ca_topic_score_gemma":0.001205104,"domain_scores_codex":[0.9992528,0.00004590113,0.0002029141,0.00008467863,0.0003103879,0.0001033237],"domain_scores_gemma":[0.9997396,0.00006097869,0.00006616863,0.00002529564,0.00006425165,0.00004372862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008409621,0.0008896759,0.03006934,0.0001345199,0.001932896,0.001157204,0.00960569,0.7023628,0.01831449,0.179447,0.002425312,0.05282003],"study_design_scores_gemma":[0.001748204,0.0003787577,0.06444331,0.001147977,0.0003679816,0.0002321216,0.007733076,0.8563246,0.0003042585,0.06050311,0.006115707,0.0007009754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938549,0.001410255,0.05380981,0.0050683,0.0009050678,0.00009606351,0.00003850452,0.000008387329,0.00011456],"genre_scores_gemma":[0.995879,0.002953386,0.0007304357,0.00006915257,0.000207417,0.000001092536,0.00001198677,0.000003485252,0.0001440391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539617,"threshold_uncertainty_score":0.2000725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629931038719896,"score_gpt":0.2625981453034703,"score_spread":0.2462988349162713,"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."}}