{"id":"W7071897810","doi":"","title":"Venäjän hyökkäys Ukrainaan ja sen vaikutus Suomen kyberturvallisuuteen","year":2023,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin); Investment (military)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001445328,0.0004983817,0.0005173642,0.0006706649,0.004654297,0.00756265,0.0008019969,0.002310286,0.08804965],"category_scores_gemma":[0.001838056,0.0003358191,0.0005957905,0.0009649075,0.001545625,0.002687358,0.004362956,0.003059181,0.0334494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006864991,"about_ca_system_score_gemma":0.01362476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07936095,"about_ca_topic_score_gemma":0.1438148,"domain_scores_codex":[0.9985921,0.0001759502,0.00005935382,0.0002746603,0.0005399423,0.0003579169],"domain_scores_gemma":[0.9987624,0.0001591508,0.00008781299,0.0001129602,0.0005663799,0.0003112335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004207339,0.0002101634,0.01426328,0.0008790131,0.00006547392,0.001743229,0.01102774,0.0007740131,0.01068776,0.1533996,0.5460346,0.2604944],"study_design_scores_gemma":[0.000002507027,0.00001238678,0.002440085,0.00007126863,0.00000551359,0.00008364694,0.001279197,0.00006882303,0.0006891593,0.0008871483,0.9944507,0.000009584148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05585862,0.0221958,0.006081392,0.06900361,0.00774444,0.0001713817,0.003589801,0.0009056318,0.8344493],"genre_scores_gemma":[0.0784806,0.005667803,0.002348638,0.005363743,0.0002178529,0.00005760902,0.001144143,0.0003297242,0.90639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08804965,"threshold_uncertainty_score":0.2945554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873876199035466,"score_gpt":0.2738705836767338,"score_spread":0.2451318216863791,"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."}}