{"id":"W2930033389","doi":"10.21226/ewjus484","title":"Review of Solomiia Diakiv, compiler and editor. Stefaniia Shabatura: Vybrana palitra kol'oriv z mozaiky zhyttia i tvorchosti [Stefaniia Shabatura: A Select Palette of Colours from a Mosaic of Life and Work].","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mosaic; Compiler; Palette (painting); Computer graphics (images); Operating system; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002728525,0.0004587664,0.001799024,0.000208766,0.0001486959,0.00005065155,0.0007639735,0.0001351771,0.0008314868],"category_scores_gemma":[0.00153766,0.0003548306,0.0003009055,0.0008587562,0.001987647,0.0005232546,0.0008588592,0.0006336292,0.00003959592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207138,"about_ca_system_score_gemma":0.0001278947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001076167,"about_ca_topic_score_gemma":0.0000584942,"domain_scores_codex":[0.9951142,0.0004512045,0.001592116,0.0006033555,0.001607143,0.0006319893],"domain_scores_gemma":[0.9959827,0.0009001532,0.001724253,0.0005264656,0.0004169599,0.0004494572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00166519,0.0008400477,0.7272762,0.007729076,0.004152157,0.0001296683,0.04916852,0.0001507901,0.02914253,0.00005040113,0.1629222,0.01677326],"study_design_scores_gemma":[0.007349794,0.003019039,0.8810213,0.02183022,0.0008709842,0.00009705701,0.006578835,0.0001535028,0.0006905565,0.000266687,0.07682806,0.001293998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159598,0.07916492,0.000004698804,0.001534953,0.001701758,0.0007021426,0.0003186803,0.00001179105,0.0006012901],"genre_scores_gemma":[0.9765314,0.02098159,0.001414663,0.0003557132,0.0004671874,0.00000743348,0.00001076409,0.00003555083,0.0001956401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537451,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238750995545867,"score_gpt":0.272255398599493,"score_spread":0.2483802990449063,"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."}}