{"id":"W6997586568","doi":"","title":"ĐÁNH GIÁ HIỆU QUẢ SẢN XUẤT VÀ TÁC ĐỘNG CỦA THAY ĐỔI THỜI TIẾT ĐẾN NUÔI CÁ LÓC (CHANNA STRIATA) TRONG AO Ở TỈNH AN GIANG VÀ TRÀ VINH","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":"South asia; Southeast asia; 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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.01041544,0.001835335,0.00311402,0.001286765,0.002748311,0.005075623,0.01398499,0.0006966562,0.07621114],"category_scores_gemma":[0.002677239,0.001672927,0.001001755,0.00293484,0.002268296,0.01085041,0.01027913,0.002835171,0.001303289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752301,"about_ca_system_score_gemma":0.000339133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432261,"about_ca_topic_score_gemma":0.001282342,"domain_scores_codex":[0.9815658,0.003451559,0.003119155,0.002859202,0.005513615,0.003490676],"domain_scores_gemma":[0.9895371,0.001495563,0.002796582,0.003397549,0.0003898277,0.002383339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001442744,0.002791947,0.4219582,0.000631708,0.001742778,0.0003329509,0.003954243,0.003984838,0.099945,0.0002454981,0.2516734,0.2112967],"study_design_scores_gemma":[0.003705184,0.0004729628,0.8407527,0.001854821,0.0005259442,0.00006165938,0.001917688,0.00430465,0.0182909,0.004634943,0.1202537,0.003224894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8463323,0.03790211,0.002013689,0.002545273,0.006548812,0.005084618,0.0007676141,0.000274051,0.09853157],"genre_scores_gemma":[0.9521453,0.0389358,0.0007323271,0.0007931241,0.00180906,0.0002298659,0.00006504248,0.0003331062,0.004956341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187945,"threshold_uncertainty_score":0.9994743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3018916013663064,"score_gpt":0.589960357178578,"score_spread":0.2880687558122716,"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."}}