{"id":"W3176844395","doi":"10.1177/19400829211028118","title":"Unexpected Diversity in Regenerating Sites Stresses the Importance of Baselines: A Case Study With Bats (Order Chiroptera) on the Osa Peninsula, Costa Rica","year":2021,"lang":"en","type":"article","venue":"Tropical Conservation Science","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Restoration ecology; Habitat; Biodiversity; Ecology; Baseline (sea); Forest restoration; Wildlife; Geography; Insectivore; Ecosystem; Forest ecology; Biology; Fishery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007629967,0.0003327495,0.0002129893,0.0005824196,0.002529525,0.0007760393,0.0007908963,0.0006898883,0.0008368803],"category_scores_gemma":[0.001254917,0.0001757568,0.0001691875,0.0006894391,0.001165289,0.0005585329,0.001416115,0.0005793032,0.0001053337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548504,"about_ca_system_score_gemma":0.001027096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0729391,"about_ca_topic_score_gemma":0.2604856,"domain_scores_codex":[0.9996617,0.000133839,0.00001744153,0.00004441644,0.00005566183,0.00008705285],"domain_scores_gemma":[0.9993544,0.000126912,0.0001929981,0.00007022864,0.00009686471,0.0001586016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009033929,0.0003668175,0.8660399,0.000178874,0.0000520567,0.0379738,0.05794657,0.0007356341,0.003227361,0.0005995062,0.001472861,0.03131636],"study_design_scores_gemma":[0.000006562074,0.0001948406,0.8959287,0.0001136644,0.00002924143,0.01040757,0.08623673,0.001244907,0.0004930916,0.0004571735,0.00486725,0.00002033463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983743,0.0001430806,0.0001789731,0.0002289324,0.000002160283,0.00002326953,0.00004698944,0.000005667708,0.0009964884],"genre_scores_gemma":[0.9988425,0.0001473309,0.000448936,0.00007888911,0.000003857859,0.0000172132,0.00003614353,0.000003536684,0.0004216125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0729391,"threshold_uncertainty_score":0.1450291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07568904275583906,"score_gpt":0.2723321138334189,"score_spread":0.1966430710775798,"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."}}