{"id":"W4414968263","doi":"10.15407/sofs2025.03.103","title":"Наука у вигнанні: соціально-філософський аналіз трансформаці ї ролі науковця у період кризи","year":2025,"lang":"uk","type":"article","venue":"Nauka ta naukoznavstvo","topic":"Military Technology and Strategies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Work (physics); Process (computing); Identification (biology)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002849639,0.000718038,0.0003782508,0.00169987,0.0055033,0.01371402,0.001012634,0.002613195,0.02269707],"category_scores_gemma":[0.00550929,0.0005242697,0.0006388893,0.001754763,0.01330239,0.007755239,0.004895985,0.004276777,0.007462631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00677905,"about_ca_system_score_gemma":0.007979924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347051,"about_ca_topic_score_gemma":0.01597836,"domain_scores_codex":[0.9966825,0.001157566,0.0001331312,0.0005675154,0.0009716366,0.0004876411],"domain_scores_gemma":[0.997785,0.0006860026,0.0002144609,0.0002718714,0.0006957657,0.0003469943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002607436,0.00002025621,0.0008065848,0.00009147974,0.000007311971,0.0002408624,0.01191381,0.0001687212,0.0003159151,0.9611705,0.009174057,0.01606446],"study_design_scores_gemma":[0.0000211463,0.00003248834,0.002959123,0.0003913166,0.00002227332,0.0004743394,0.0148533,0.0005104619,0.0008142569,0.3800336,0.5998361,0.00005160554],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02084324,0.006385984,0.02527673,0.02133845,0.0009305966,0.0001048068,0.0003106198,0.0001377283,0.9246718],"genre_scores_gemma":[0.715296,0.008051807,0.02605643,0.004385422,0.0007117822,0.0003346348,0.0004278138,0.0004333834,0.2443028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944967,"threshold_uncertainty_score":0.07592922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005435805608898781,"score_gpt":0.2233028934480007,"score_spread":0.2178670878391019,"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."}}