{"id":"W7018097881","doi":"","title":"CHẤT LƯỢNG NƯỚC TRONG HỆ THỐNG NUÔI CÁ SẶC RẰN (TRICHOGASTER PECTORLIS) THÂM CANH KẾT HỢP VỚI BÈO TAI TƯỢNG (PISTIA STRATIOTES)","year":2013,"lang":"vi","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Central asia; Nova scotia; Chai","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.004385973,0.001711181,0.002549259,0.001192254,0.002339983,0.007320904,0.01123231,0.0005651129,0.1851692],"category_scores_gemma":[0.001864824,0.001545872,0.0008236055,0.003150507,0.002087736,0.01295044,0.008681471,0.002808498,0.002590856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179024,"about_ca_system_score_gemma":0.0004657554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01519006,"about_ca_topic_score_gemma":0.001464787,"domain_scores_codex":[0.9846653,0.001741839,0.003133359,0.002385455,0.004862658,0.003211426],"domain_scores_gemma":[0.9911551,0.001424023,0.002537261,0.002441036,0.0005688292,0.001873677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002623054,0.001087844,0.5402263,0.0004016889,0.001061429,0.0002528461,0.001589192,0.001891708,0.09622968,0.0001221999,0.305571,0.05130379],"study_design_scores_gemma":[0.001944579,0.0001447009,0.948926,0.00125138,0.0003267475,0.00004512139,0.001297516,0.00167791,0.01070824,0.003645968,0.0278976,0.002134277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8370289,0.05517129,0.0009580682,0.003333228,0.004866104,0.006296613,0.0005028396,0.0002021879,0.09164082],"genre_scores_gemma":[0.9506351,0.03881137,0.0008163141,0.0009267982,0.001199411,0.0003866388,0.00004163643,0.0002838944,0.006898885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4086996,"threshold_uncertainty_score":0.9995635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2322191830618679,"score_gpt":0.5602878772769228,"score_spread":0.3280686942150548,"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."}}