{"id":"W4224238170","doi":"10.31219/osf.io/xf5va","title":"Phần mềm quản lý đầu tư JSI","year":2022,"lang":"vi","type":"preprint","venue":"","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vitalité Health Network","funders":"","keywords":"Chemistry; Medicinal chemistry; Stereochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001830893,0.0008448419,0.000884698,0.0001354826,0.001371408,0.0002553141,0.003882959,0.0003511908,0.4129491],"category_scores_gemma":[0.0005607484,0.0007641144,0.0005624611,0.0006319648,0.00163974,0.0002530223,0.03661294,0.003008498,0.01826241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867808,"about_ca_system_score_gemma":0.0001322233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004566441,"about_ca_topic_score_gemma":0.0005058221,"domain_scores_codex":[0.9910036,0.0006643824,0.0008713569,0.002361099,0.003351306,0.001748238],"domain_scores_gemma":[0.9959758,0.0003833378,0.0003009053,0.002752563,0.00003104539,0.0005563761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001954251,0.001509978,0.08518039,0.0006448888,0.0009120989,0.0004840372,0.005699438,0.01666813,0.002398963,0.002476232,0.7348354,0.148995],"study_design_scores_gemma":[0.0006387258,0.0003238821,0.05741569,0.00006292298,0.0000653408,0.00001458209,0.005047943,0.002500493,0.0004375163,0.002972493,0.9291976,0.001322778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02704174,0.001690784,0.0006435303,0.005862768,0.003788938,0.002373161,0.0002146656,0.0002364433,0.9581479],"genre_scores_gemma":[0.4647699,0.02710539,0.01199323,0.002960403,0.001218794,0.002040677,0.0001999732,0.0002594215,0.4894522],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4686958,"threshold_uncertainty_score":0.9999287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000445699041724,"score_gpt":0.3323295214276805,"score_spread":0.3023250644372632,"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."}}