{"id":"W4312324227","doi":"10.32620/cialesy.22","title":"Український дослідницький простір в умовах війни: адаптація й перезавантаження технічних і юридичних наук","year":2022,"lang":"uk","type":"article","venue":"","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003444344,0.0006267718,0.0003376738,0.002086653,0.003915054,0.01179035,0.0008992751,0.002423139,0.01776666],"category_scores_gemma":[0.006739149,0.0006597715,0.0005672308,0.001969751,0.01098315,0.005895192,0.00386782,0.002757256,0.004856276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626083,"about_ca_system_score_gemma":0.007963204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00876812,"about_ca_topic_score_gemma":0.01117237,"domain_scores_codex":[0.9956686,0.001680586,0.0002203285,0.0005614162,0.001367763,0.0005012849],"domain_scores_gemma":[0.996887,0.001221492,0.0002822976,0.0004746696,0.0008224341,0.000312072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003548395,0.00003437583,0.001303351,0.0001912716,0.00001462619,0.0002727225,0.009435354,0.0005898426,0.00104265,0.9432044,0.005681191,0.03819467],"study_design_scores_gemma":[0.00003071143,0.0000692654,0.004401492,0.0004432966,0.00003585431,0.0005660455,0.01345627,0.0008550521,0.002329736,0.4337303,0.543991,0.00009103879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04122823,0.00893434,0.0697197,0.01808739,0.0008224674,0.0002156516,0.0003154358,0.0002535918,0.8604233],"genre_scores_gemma":[0.7936991,0.007597263,0.05679037,0.001430539,0.0003152472,0.0004444508,0.0001947005,0.0003315454,0.1391968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01776666,"threshold_uncertainty_score":0.05943537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007573893513327052,"score_gpt":0.1859782806476545,"score_spread":0.1784043871343274,"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."}}