{"id":"W4205892283","doi":"10.21704/rea.v20i2.1806","title":"CARACTERIZACIÓN FÍSICO-QUÍMICA DE LOS SEDIMENTOS DEL HUMEDAL LAGUNA BELLA EN LA SELVA DE HUÁNUCO, PERÚ","year":2021,"lang":"es","type":"article","venue":"Ecología Aplicada","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Geography; Philosophy","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":[0.0002235218,0.0003278055,0.0002675045,0.001176128,0.001085055,0.001016821,0.0002168786,0.0002820467,0.0009205851],"category_scores_gemma":[0.0002661503,0.0002449595,0.0001997063,0.00148882,0.0007594147,0.0003033249,0.0005122025,0.0001846465,0.0001409075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283005,"about_ca_system_score_gemma":0.001178266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.157038,"about_ca_topic_score_gemma":0.3288131,"domain_scores_codex":[0.9998491,0.00001811239,0.000008012353,0.0000398363,0.00004144312,0.00004350962],"domain_scores_gemma":[0.9997588,0.00002885985,0.00005605325,0.000008742594,0.0001228058,0.00002479655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978451,0.00004402099,0.8374146,0.0004081876,0.000127181,0.0007063633,0.006484041,0.000438287,0.1324998,0.0002879702,0.0001825658,0.02110931],"study_design_scores_gemma":[0.00000321222,0.00008752834,0.992269,0.00001721124,0.00002472365,0.00009837406,0.002276303,0.0001739473,0.003226057,0.00004605808,0.001771733,0.000005925715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983488,0.0003363199,0.0001915345,0.00002762444,0.000001573572,0.00001186078,0.0002118913,0.000008288951,0.0008621337],"genre_scores_gemma":[0.9973769,0.0004444125,0.0004462134,0.00002731064,0.000002374549,0.00001869726,0.0002170315,0.000004509792,0.001462568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157038,"threshold_uncertainty_score":0.3122478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003898952306377767,"score_gpt":0.2356454618666413,"score_spread":0.2317465095602635,"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."}}