{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004580899,0.0005003521,0.0003310721,0.0006974888,0.001858824,0.002719424,0.0003042723,0.0006072631,0.2037093],"category_scores_gemma":[0.001037284,0.0002621591,0.0002700638,0.001162976,0.0006141028,0.001279526,0.001115029,0.0007378563,0.04432739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515928,"about_ca_system_score_gemma":0.004255322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04612333,"about_ca_topic_score_gemma":0.06664466,"domain_scores_codex":[0.9997182,0.00003176393,0.00001237518,0.00007418547,0.0001191882,0.00004426873],"domain_scores_gemma":[0.9993271,0.00006882665,0.0000372977,0.00007103407,0.0003202592,0.0001755547],"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":[0.0002819411,0.0001818279,0.02353253,0.0009871431,0.00004972893,0.001332589,0.005222304,0.0007210694,0.01123566,0.03225842,0.642099,0.2820978],"study_design_scores_gemma":[0.000009283385,0.00002375778,0.007910648,0.00008197971,0.000009165155,0.0002270156,0.002682462,0.0005710441,0.00336403,0.0020425,0.9830664,0.00001170407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04983323,0.004558458,0.005225037,0.02206823,0.005653059,0.0002097279,0.007846553,0.001083466,0.9035222],"genre_scores_gemma":[0.09329613,0.002720062,0.002573572,0.0003663577,0.0002555351,0.00006387744,0.002643065,0.0003438671,0.8977376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7962907,"threshold_uncertainty_score":0.6814755,"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."}}