{"id":"W7014470466","doi":"","title":"Physico-chemical assessment of sediments of Tamarindo estuary and its tributaries, Guanacaste, Costa Rica","year":2012,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Tributary; Sediment; Sampling (signal processing); Pollution; Dry season; Wet season","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":[0.0001370807,0.0002036921,0.0001190629,0.0007605514,0.0003927647,0.0003347365,0.0001478789,0.0001452436,0.00022123],"category_scores_gemma":[0.0002185407,0.00008750233,0.00009643629,0.0007014624,0.0002242799,0.00009423921,0.0003014688,0.00005776149,0.00003814859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724269,"about_ca_system_score_gemma":0.0003777955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08300836,"about_ca_topic_score_gemma":0.2109633,"domain_scores_codex":[0.9999374,0.000009946581,0.000007543154,0.0000157349,0.00001809754,0.00001125388],"domain_scores_gemma":[0.9998826,0.00001296279,0.00004178924,0.000007096948,0.00003883635,0.00001667415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007255959,0.00002464273,0.9758778,0.0000410329,0.00003171003,0.0003005599,0.0009962061,0.0002328215,0.01555841,0.00004131783,0.00005891042,0.006764179],"study_design_scores_gemma":[9.900186e-7,0.00001231686,0.9990311,0.000002070071,0.00000532088,0.00003050192,0.0002943984,0.0001331832,0.0002978155,0.000003491815,0.0001881275,6.7099e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995018,0.00005144321,0.00002080265,0.000004828241,3.083278e-7,0.000002927429,0.00005584678,0.000001280396,0.0003606568],"genre_scores_gemma":[0.9994487,0.00005876312,0.00009605371,0.000005670258,9.646341e-7,0.000005461273,0.0001284929,8.110152e-7,0.0002550702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08300836,"threshold_uncertainty_score":0.1650504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451978419093023,"score_gpt":0.2402303527845529,"score_spread":0.2257105685936227,"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."}}