{"id":"W7128503671","doi":"10.54607/hcmue.js.22.12.5300(2025)","title":"THỰC TRẠNG VỐN TÂM LÍ TRONG KHỞI NGHIỆP CỦA SINH VIÊN VIỆT NAM","year":2025,"lang":"","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":"","funders":"","keywords":"Southeast asia; Central asia; 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":[0.0002825842,0.0003925726,0.000212575,0.0002217322,0.002422047,0.001632815,0.000301172,0.0006067398,0.1054877],"category_scores_gemma":[0.0003743116,0.0002495359,0.000177084,0.0003172513,0.00054745,0.0005080633,0.001094814,0.0008681052,0.02060833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222818,"about_ca_system_score_gemma":0.003903776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05084968,"about_ca_topic_score_gemma":0.1220179,"domain_scores_codex":[0.9997622,0.00003139321,0.000007775525,0.00004204123,0.00005440176,0.0001022799],"domain_scores_gemma":[0.9997993,0.00001168797,0.00001221309,0.00001307557,0.00008097995,0.00008286002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000496235,0.0002498965,0.05422285,0.0009873966,0.00006829944,0.003540697,0.02496916,0.0003286834,0.0303324,0.03792447,0.5466645,0.3002153],"study_design_scores_gemma":[0.00001284645,0.00006427931,0.01720355,0.0001000745,0.000008696572,0.0003062664,0.005994529,0.00007239175,0.002158775,0.0003377563,0.9737309,0.00001001803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09248089,0.001612007,0.0009743984,0.004651431,0.001493083,0.0002760561,0.002176526,0.00034838,0.8959873],"genre_scores_gemma":[0.1772773,0.0008489582,0.001078765,0.001505404,0.00008252129,0.0001314082,0.0008667738,0.0002029061,0.818006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1054877,"threshold_uncertainty_score":0.3528914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843428794140351,"score_gpt":0.3065005992048377,"score_spread":0.2976571704106973,"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."}}