{"id":"W4416892202","doi":"10.70169/vjfs.1174","title":"NHỮNG ĐỊNH HƯỚNG VÀ GIẢI PHÁP PHỤC HỒI RỪNG NGẬP PHÈN TẠI TỈNH CÀ MAU","year":2025,"lang":"","type":"article","venue":"Tạp chí Khoa học Lâm nghiệp","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Southeast asia; Government (linguistics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002039842,0.0005943607,0.0003266914,0.00044132,0.002103483,0.001422599,0.0004792913,0.0005477525,0.1204076],"category_scores_gemma":[0.0002503622,0.0003906988,0.0003751618,0.0003696509,0.0006554205,0.0009210114,0.00152522,0.001418278,0.03326887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717294,"about_ca_system_score_gemma":0.003087488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02376701,"about_ca_topic_score_gemma":0.06073271,"domain_scores_codex":[0.9997231,0.00001576171,0.000007647453,0.00005815227,0.0001193076,0.00007606549],"domain_scores_gemma":[0.9996042,0.00001840721,0.00001655596,0.00003442423,0.0001733137,0.0001531742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001384456,0.0004817117,0.01783897,0.000780976,0.00008998762,0.002326937,0.0027764,0.000775213,0.2540325,0.01506661,0.3474231,0.3570232],"study_design_scores_gemma":[0.00002612409,0.0003192068,0.02574315,0.0000525287,0.00002495578,0.0005128377,0.002013086,0.0007100533,0.03409298,0.0008132046,0.9356425,0.00004932323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1392329,0.00107853,0.005377723,0.002948845,0.001950249,0.0003733528,0.003164086,0.002395013,0.8434793],"genre_scores_gemma":[0.1212616,0.0006119979,0.006492725,0.0006660651,0.00009994784,0.000161071,0.002020382,0.000564141,0.868122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1204076,"threshold_uncertainty_score":0.4028036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037085677194388,"score_gpt":0.3131526582613618,"score_spread":0.302781801489418,"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."}}