{"id":"W4402639530","doi":"10.15517/rev.biol.trop..v72i1.56199","title":"Invertebrados como bioindicadores de perturbación en la Reserva de Biosfera del Manu","year":2024,"lang":"es","type":"article","venue":"Revista de Biología Tropical","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Manu; Geology; Geography; Paleontology","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":[0.0006070296,0.0005796189,0.000517922,0.0006862744,0.0009085382,0.001010455,0.0006349407,0.0006127467,0.001645727],"category_scores_gemma":[0.0004292279,0.0002188497,0.0004466931,0.0007096498,0.0004545145,0.0004521232,0.0005999508,0.0004560602,0.0003352271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009710625,"about_ca_system_score_gemma":0.001687233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009124741,"about_ca_topic_score_gemma":0.02976669,"domain_scores_codex":[0.9995813,0.0000950343,0.00001803703,0.0001135274,0.000118529,0.00007362061],"domain_scores_gemma":[0.9994472,0.00006813063,0.0002069323,0.0000258759,0.0001431433,0.0001087853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001114363,0.0008723229,0.3050999,0.001846025,0.0002152276,0.0004741338,0.001339375,0.001577443,0.5222127,0.0005328738,0.0006481737,0.1640674],"study_design_scores_gemma":[0.00004650631,0.005286261,0.8323002,0.0004503696,0.000358926,0.0007251237,0.003045395,0.002934328,0.1350601,0.0004899159,0.01923094,0.00007198946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894565,0.004546009,0.002461741,0.0001605098,0.00002941471,0.0001129316,0.0001979684,0.00007103451,0.002963857],"genre_scores_gemma":[0.975668,0.004285349,0.01439055,0.0002447109,0.00002961667,0.0001919428,0.0002634434,0.00002239651,0.004904041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009124741,"threshold_uncertainty_score":0.0181433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632706379602574,"score_gpt":0.2555842756714791,"score_spread":0.2392572118754533,"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."}}