{"id":"W4292937778","doi":"10.3407/rpn.v5i2.6821","title":"Evaluación de un humedal artificial plantado con Thalia geniculata para la biorremediación del Arroyo Grande de la Sabana, Departamento de Sucre – Colombia","year":2022,"lang":"es","type":"article","venue":"Revista Productos Naturales","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","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":[0.0003201007,0.0004159388,0.000460277,0.0003280303,0.0003270831,0.00101599,0.0002250616,0.0003090786,0.0007892952],"category_scores_gemma":[0.0003364678,0.0001146093,0.0003331355,0.0002274529,0.0002527685,0.0002097137,0.0002167843,0.0003747947,0.0001628309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000821232,"about_ca_system_score_gemma":0.0006526461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046726,"about_ca_topic_score_gemma":0.0657713,"domain_scores_codex":[0.9997892,0.00003175743,0.00001253078,0.00005818768,0.00007192609,0.00003647245],"domain_scores_gemma":[0.9998118,0.00002820491,0.00003122148,0.000009379484,0.00007280106,0.00004652239],"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":[0.0004568584,0.0001449664,0.001546793,0.000490307,0.00003370697,0.00005381454,0.00007353682,0.0003559033,0.9829792,0.00004090034,0.00008534978,0.01373853],"study_design_scores_gemma":[0.0001200239,0.006327917,0.06929106,0.0001797528,0.0003869124,0.0001987878,0.0007245157,0.003259871,0.9043964,0.00005494493,0.01500747,0.00005240502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953064,0.002115415,0.0009299042,0.00004878673,0.00002791771,0.00006915172,0.0002007001,0.0000224651,0.001279309],"genre_scores_gemma":[0.9921108,0.00169521,0.00318984,0.00004229667,0.000006162972,0.0000500362,0.0002100999,0.00001778641,0.002677668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046726,"threshold_uncertainty_score":0.04069626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183976499708387,"score_gpt":0.273165155388302,"score_spread":0.2613253903912181,"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."}}