{"id":"W2178175208","doi":"10.1111/1365-2664.12585","title":"Effects of mountaintop removal mining and valley filling on the occupancy and abundance of stream salamanders","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Kentucky Society of Natural History; University of Kentucky","keywords":"Occupancy; Salamander; STREAMS; Abundance (ecology); Ecology; Environmental science; Ecosystem; Salamandridae; Geography; Biology; Caudata","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":[],"consensus_categories":[],"category_scores_codex":[0.000496846,0.0000753993,0.000233225,0.00003698983,0.00006517217,0.000003156146,0.0001002096,0.00005143211,0.00003089083],"category_scores_gemma":[0.00009975852,0.00005178692,0.00002069528,0.00005257056,0.0003326727,0.00004145902,0.0001289487,0.00009104331,0.000001782832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003654804,"about_ca_system_score_gemma":0.00000796148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005515886,"about_ca_topic_score_gemma":0.0001737997,"domain_scores_codex":[0.9994135,0.00003403868,0.0002270494,0.00009612173,0.0001045985,0.0001246364],"domain_scores_gemma":[0.9991192,0.000452799,0.0003194953,0.00006020237,0.0000111216,0.00003715205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001613333,0.0004970863,0.9308196,0.0002518366,0.0006196164,0.0001164475,0.009418728,0.003576114,0.005404698,0.006930557,0.03195383,0.008798181],"study_design_scores_gemma":[0.001621227,0.001038591,0.9858633,0.00002918465,0.00009967184,0.00003270604,0.002959098,0.0001849808,0.00213397,0.005227376,0.0007105691,0.00009938443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909382,0.00004870264,0.00003980366,0.000447083,0.00008931481,0.0001267508,2.7835e-7,0.000002105833,0.008307767],"genre_scores_gemma":[0.9984832,0.0001725384,0.0009372144,0.0003368363,0.00001725728,0.000003160086,9.311882e-8,0.000003833823,0.00004580614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05504368,"threshold_uncertainty_score":0.2111809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679826999507786,"score_gpt":0.2113565966875984,"score_spread":0.2016767696880906,"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."}}