{"id":"W1928034147","doi":"10.1139/cjz-2013-0307","title":"Ghost of land-use past in the context of current land cover: evidence from salamander communities in streams of Blue Ridge and Piedmont ecoregions","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Clemson University","keywords":"Land cover; Ecology; Habitat; Species richness; Riparian zone; Land use; Biodiversity; Geography; Deforestation (computer science); STREAMS; Ecoregion; Riparian forest; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035692,0.000146275,0.0003045941,0.00141678,0.0007508536,0.0008728419,0.0005731079,0.0003770555,0.0008634054],"category_scores_gemma":[0.003829257,0.000239669,0.0003316882,0.001325016,0.0011954,0.0006865957,0.001169631,0.000348678,0.00009410443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993579,"about_ca_system_score_gemma":0.0004266207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.050372,"about_ca_topic_score_gemma":0.1622515,"domain_scores_codex":[0.9993221,0.0002566786,0.00005132102,0.0001294581,0.0001226636,0.000117814],"domain_scores_gemma":[0.997339,0.0006375528,0.001076683,0.000201644,0.0003992737,0.0003458929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002744591,0.00001663549,0.9976165,0.000004689781,0.00003594177,0.00003059262,0.0008171888,0.00002172314,0.0003407975,0.00001396304,0.00001861738,0.001055804],"study_design_scores_gemma":[6.316126e-7,0.00001373469,0.9990798,0.00000272021,0.000008010703,0.00003876833,0.0006904364,0.00007885716,0.00002693637,0.00001038792,0.00004819535,0.000001370135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997585,0.00004963376,0.00001808152,0.00001275924,5.835472e-7,0.000001275394,0.00003177981,4.630705e-7,0.0001269049],"genre_scores_gemma":[0.9997746,0.00004832012,0.00004226244,0.00001269456,0.0000026521,0.000002244005,0.00008169124,7.324801e-7,0.00003479827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.050372,"threshold_uncertainty_score":0.1001576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949273190692351,"score_gpt":0.2329253476762387,"score_spread":0.2034326157693152,"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."}}