{"id":"W4411061409","doi":"10.1007/s10531-025-03099-6","title":"Out of sight and out of mind? The conservation status of subterranean biodiversity in the United States and Canada","year":2025,"lang":"en","type":"article","venue":"Biodiversity and Conservation","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Directorate for Biological Sciences","keywords":"Biodiversity; Conservation status; Biodiversity conservation; Geography; Sight; Ecology; Biology; Physics; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009539062,0.0001091941,0.000235537,0.00255885,0.006055992,0.004043426,0.0009716738,0.0004290763,0.002983795],"category_scores_gemma":[0.00417677,0.0001401539,0.0001788783,0.004426722,0.002918051,0.001464661,0.001446457,0.000868182,0.0001105833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03316888,"about_ca_system_score_gemma":0.05803908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968544,"about_ca_topic_score_gemma":0.9992743,"domain_scores_codex":[0.9990705,0.00006640217,0.00002736596,0.000077131,0.0003046299,0.0004539405],"domain_scores_gemma":[0.9953241,0.0003427474,0.0004493729,0.0001055463,0.00255774,0.001220545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002352505,0.00005153526,0.745928,0.0002944261,0.0001172095,0.0005509148,0.04067813,0.0006462616,0.001007322,0.02997322,0.028746,0.1517716],"study_design_scores_gemma":[0.000006415136,0.00001535564,0.8653781,0.0004473134,0.00005808111,0.0001954525,0.08444081,0.0006208537,0.0003055936,0.002043067,0.0464367,0.0000524022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289674,0.005311519,0.0002300387,0.01128608,0.00009998998,0.00001994098,0.001631401,0.00001918611,0.05243442],"genre_scores_gemma":[0.9934497,0.002251498,0.0002052659,0.0004979841,0.00001171977,0.000004413788,0.0002709143,0.000006626866,0.003301799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03316888,"threshold_uncertainty_score":0.2406582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04585288695645411,"score_gpt":0.1901430694730152,"score_spread":0.1442901825165611,"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."}}