{"id":"W4385293289","doi":"10.15625/1859-3097/9/1/6252","title":"APPLYING CWQI IN COASTAL WATERS OF DA NANG CITY, VIETNAM","year":2009,"lang":"en","type":"article","venue":"Vietnam Journal of Marine Science and Technology","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Water body; Index (typography); Quality (philosophy); Water resource management; Environmental science; Computer science; Hydrology (agriculture); Environmental resource management; Geography; Environmental engineering; Engineering; World Wide Web; Ecology","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":[0.000986191,0.0003521974,0.0002614118,0.000986496,0.0008947951,0.0004860429,0.0004399901,0.0002170443,0.0007130264],"category_scores_gemma":[0.001573105,0.0001536084,0.0002605044,0.002402932,0.0004428006,0.0003716674,0.0007551961,0.0002884898,0.00009639032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005330054,"about_ca_system_score_gemma":0.003221022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5451545,"about_ca_topic_score_gemma":0.6022189,"domain_scores_codex":[0.99933,0.0001659105,0.00005701285,0.0001283082,0.0002117141,0.0001070055],"domain_scores_gemma":[0.9991868,0.0001290592,0.00008621054,0.00003520864,0.0004739749,0.00008872063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002874725,0.0006507318,0.7735918,0.0008273329,0.0001031931,0.002347762,0.01591492,0.01506855,0.03125324,0.002041598,0.002250524,0.1556629],"study_design_scores_gemma":[0.00003756688,0.0006432512,0.9354834,0.00004301103,0.00004580955,0.0002813171,0.02296058,0.02056158,0.01230774,0.0005098355,0.007077778,0.00004813921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945828,0.0001140892,0.001355567,0.0001133854,0.00001026491,0.0001621285,0.0005585265,0.00001638976,0.003086848],"genre_scores_gemma":[0.9919826,0.0002495892,0.005388796,0.00003953932,0.000003843686,0.0001126041,0.0005975273,0.000007555011,0.001617876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451545,"threshold_uncertainty_score":0.9150484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520968234538448,"score_gpt":0.2685021650926568,"score_spread":0.2532924827472723,"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."}}