{"id":"W6911867282","doi":"10.5281/zenodo.15604530","title":"Coefficients Applied by Universities in Ukraine to Standardized Tests Scores, 2019","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Test (biology); Reliability (semiconductor); Field (mathematics); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001417538,0.00115882,0.00108792,0.004863896,0.000525256,0.002203285,0.001291199,0.001048163,0.01852728],"category_scores_gemma":[0.0128511,0.0004752901,0.0008947963,0.008076522,0.0003242782,0.0008281635,0.00126105,0.001228073,0.02870709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288257,"about_ca_system_score_gemma":0.003490136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1402801,"about_ca_topic_score_gemma":0.1216808,"domain_scores_codex":[0.9982175,0.0002785901,0.0001881411,0.0005455284,0.000467705,0.0003025143],"domain_scores_gemma":[0.9956905,0.001127278,0.0005794502,0.0006207079,0.001773705,0.0002084048],"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":[0.0001383908,0.00004666141,0.03085711,0.0004586613,0.0001432405,0.00004360618,0.00006668639,0.002187187,0.0001062067,0.0008418083,0.9555747,0.009535808],"study_design_scores_gemma":[0.0002774316,0.00005515469,0.3235118,0.0005604586,0.0001627036,0.0001403171,0.0005831986,0.00302115,0.0009037996,0.001478461,0.669233,0.00007260222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002647592,0.0001650197,0.0000877266,0.00006858725,0.00003563727,0.00000600142,0.995815,0.0001930275,0.0009814712],"genre_scores_gemma":[0.008309561,0.0001116626,0.0002328503,0.00002837923,0.00001325961,0.00004191452,0.9888905,0.00006500589,0.002306912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1402801,"threshold_uncertainty_score":0.2789271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404731024757274,"score_gpt":0.2540764047303617,"score_spread":0.2400290944827889,"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."}}