{"id":"W7071390735","doi":"","title":"THÀNH PHẦN LOÀI VÀ MẬT ĐỘ TẢO Ở CÁC ĐỘ MẶN KHÁC NHAU TRONG HỆ THỐNG BIOFLOC","year":2014,"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; Nova scotia; Central asia; South asia","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":[0.0001282858,0.0004695419,0.0002442836,0.0002803483,0.0004715122,0.0006546383,0.00016197,0.0002566002,0.01152668],"category_scores_gemma":[0.000111236,0.0001883697,0.0002334341,0.0003107912,0.0002427813,0.0004153371,0.0004692799,0.0004433097,0.003131126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009609134,"about_ca_system_score_gemma":0.000721472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949209,"about_ca_topic_score_gemma":0.007380749,"domain_scores_codex":[0.9998926,0.000007685155,0.000006785949,0.00002940589,0.00004000014,0.00002346814],"domain_scores_gemma":[0.9999102,0.00001029468,0.00001508957,0.00001297815,0.00003059279,0.0000207029],"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":[0.0001825414,0.00003839101,0.0028298,0.0002914436,0.00001681343,0.0001718688,0.0002450418,0.0001337054,0.9483591,0.000840143,0.003084617,0.04380645],"study_design_scores_gemma":[0.00002354983,0.000336551,0.01711341,0.0000632618,0.0000616777,0.0004439316,0.0006765609,0.0008523881,0.6988513,0.0002477758,0.2812933,0.00003628031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931082,0.00534921,0.01409517,0.001238695,0.0007767712,0.0004177809,0.004201217,0.001489553,0.1793234],"genre_scores_gemma":[0.7768899,0.00277151,0.01196837,0.0004589708,0.00004524445,0.0002906187,0.003489971,0.0002213585,0.2038641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152668,"threshold_uncertainty_score":0.03856057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2585015963668205,"score_gpt":0.5824626404085882,"score_spread":0.3239610440417677,"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."}}