{"id":"W4414219684","doi":"10.54607/hcmue.js.22.7.5002(2025)","title":"ĐỌC TIỂU THUYẾT CAY ĐẮNG MÙI ĐỜI CỦA HỒ BIỂU CHÁNH TỪ PHÊ BÌNH CẢNH QUAN","year":2025,"lang":"vi","type":"article","venue":"Tạp chí Khoa học","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Southeast asia; Government (linguistics); Central asia; South asia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001850743,0.0003810541,0.0003189727,0.001017775,0.004037428,0.003651283,0.0006462914,0.0009286432,0.02186561],"category_scores_gemma":[0.002481986,0.0002379327,0.0001468914,0.00224811,0.004077828,0.003139878,0.001358371,0.001570864,0.003543502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007493503,"about_ca_system_score_gemma":0.01488055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06734782,"about_ca_topic_score_gemma":0.1262996,"domain_scores_codex":[0.9993163,0.0002241978,0.00002015647,0.0001587962,0.0001528791,0.0001276839],"domain_scores_gemma":[0.9985904,0.0004273949,0.0001538648,0.00007216293,0.0004467092,0.0003093324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002390359,0.0003214387,0.03205852,0.001853997,0.00004189144,0.0008894628,0.07793482,0.000184579,0.0008212234,0.3394117,0.1753258,0.3709176],"study_design_scores_gemma":[0.00002033014,0.00007939809,0.03108116,0.001968005,0.00002690686,0.0002999726,0.05103483,0.00008671031,0.0007174611,0.01564039,0.8990294,0.00001544254],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09130346,0.09798595,0.00124924,0.05304922,0.002676365,0.0001961622,0.001504573,0.0000491874,0.7519858],"genre_scores_gemma":[0.5788208,0.07587987,0.00220782,0.004632469,0.0004915742,0.0002126289,0.0007783407,0.00005297963,0.3369236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06734782,"threshold_uncertainty_score":0.1339116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00678940118564123,"score_gpt":0.3202822908601505,"score_spread":0.3134928896745093,"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."}}