{"id":"W4402394749","doi":"10.33301/jed.vi.1905","title":"Phân tích trắc lượng thư mục các xu hướng nghiên cứu trong lĩnh vực nghiên cứu về trung hòa các-bon","year":2024,"lang":"vi","type":"article","venue":"Tạp chí Kinh tế và Phát triển","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Chemistry; Stereochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.000288689,0.00066099,0.000317408,0.0006499751,0.0034872,0.002052051,0.0004157444,0.0007081827,0.09592603],"category_scores_gemma":[0.0003369711,0.0003752159,0.0003702632,0.000573705,0.0008059047,0.0009245829,0.00138388,0.001355568,0.02009321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030356,"about_ca_system_score_gemma":0.004114159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02716516,"about_ca_topic_score_gemma":0.1063501,"domain_scores_codex":[0.999702,0.00002260517,0.00001134906,0.0000567469,0.000125738,0.000081504],"domain_scores_gemma":[0.9996744,0.00001631914,0.00001985978,0.0000309249,0.0001318371,0.0001266049],"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":[0.001373174,0.0004908394,0.03596111,0.001447493,0.00008808931,0.005539231,0.01448796,0.0006114394,0.2008961,0.03496224,0.272936,0.4312064],"study_design_scores_gemma":[0.00001380938,0.0001410513,0.02143554,0.00007537393,0.00002236673,0.0004571763,0.0044434,0.000177125,0.01289975,0.0006180529,0.959682,0.00003433049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1145184,0.002027989,0.001623305,0.002806954,0.001423298,0.0002569558,0.0009822402,0.0005437762,0.8758171],"genre_scores_gemma":[0.09941351,0.0007089339,0.001722705,0.0003950397,0.00005497421,0.00005866077,0.0004935233,0.0001829345,0.8969696],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.99935,"threshold_uncertainty_score":0.3209046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148553954993315,"score_gpt":0.3187199204862166,"score_spread":0.303864524986885,"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."}}