{"id":"W7029543618","doi":"","title":"KHả NăNG Xử Lý NƯớC NUÔI THủY SảN THÂM CANH BằNG Hệ THốNG ĐấT NGậP NƯớC KIếN TạO","year":2012,"lang":"vi","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Central asia; Socialist republic; Nova scotia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.005782666,0.001303104,0.002996523,0.001439727,0.0008447476,0.001688602,0.006373851,0.001133882,0.1079315],"category_scores_gemma":[0.003615075,0.001035645,0.0009834876,0.003176793,0.001450445,0.003607477,0.004249205,0.004321913,0.001041692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233701,"about_ca_system_score_gemma":0.001065053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648591,"about_ca_topic_score_gemma":0.0001053505,"domain_scores_codex":[0.9862287,0.0009657909,0.002862613,0.0013835,0.005058332,0.003501032],"domain_scores_gemma":[0.988607,0.002038551,0.001553775,0.00177803,0.001099144,0.004923461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001196965,0.00242559,0.2863105,0.001550196,0.001385826,0.0003883945,0.0009818396,0.000003096678,0.3070492,0.0001994242,0.3191253,0.07938364],"study_design_scores_gemma":[0.004973797,0.0001423989,0.3967686,0.007150557,0.001246413,0.0002331626,0.001199643,0.0002385282,0.1911279,0.002580192,0.3921853,0.002153495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7260908,0.2114661,0.000217964,0.006306306,0.004758388,0.001958815,0.000385542,0.0001567563,0.04865922],"genre_scores_gemma":[0.922991,0.05661275,0.0002483,0.002450744,0.006922104,0.0001170214,0.0001225693,0.0002705799,0.01026489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969002,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4415511708764489,"score_gpt":0.641871807950782,"score_spread":0.2003206370743331,"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."}}