{"id":"W4328129465","doi":"10.21226/ewjus794","title":"Review of Simone Attilio Bellezza. The Shore of Expectations: A Cultural Study of the Shistdesiatnyky.","year":2023,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Psychology; Sociology; Oceanography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00106247,0.0001326107,0.000604609,0.0001328492,0.0003629248,0.000007846074,0.0004555406,0.00001386303,0.0001338977],"category_scores_gemma":[0.0006426242,0.00005988352,0.000215737,0.0003037904,0.001403593,0.0001524761,0.00008723998,0.0001695214,0.000006427199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002667539,"about_ca_system_score_gemma":0.00008609814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002893165,"about_ca_topic_score_gemma":0.000392478,"domain_scores_codex":[0.9980674,0.0001510812,0.0008919294,0.00009968558,0.0006402702,0.0001496252],"domain_scores_gemma":[0.9976456,0.0002105821,0.0009527177,0.000229123,0.0009216371,0.00004031248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002428377,0.0002041871,0.0006153308,0.0007414948,0.0003005972,0.000006766897,0.9745102,0.000005865759,0.00009734532,0.0002396203,0.02165771,0.001596585],"study_design_scores_gemma":[0.0005976342,0.0009471032,0.005735153,0.005430828,0.0003154086,0.00001216561,0.9079273,0.00000217848,0.00001920398,0.00004804043,0.0788802,0.00008472313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566197,0.1329542,2.376147e-7,0.006580719,0.0008405841,0.0003966525,0.00001557058,0.000008355622,0.002583965],"genre_scores_gemma":[0.9888073,0.00939042,0.00001225346,0.0002366395,0.0003192432,0.000008641983,5.344294e-7,0.000007518283,0.001217407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321876,"threshold_uncertainty_score":0.5171595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771307554727359,"score_gpt":0.3538297162975385,"score_spread":0.1766989608248026,"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."}}