{"id":"W6944812372","doi":"10.22394/2073-2929-2025-01-71-84","title":"The Impact of the Foreign-Speaking Population of Estonia on the Development of Highly Innovative Services","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"COVID-19, Geopolitics, Technology, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estonian; Population; Quarter (Canadian coin); Regression analysis; Service (business); Data collection","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":[0.0007712271,0.000162816,0.0001683289,0.001453318,0.0009303994,0.001999856,0.0002850411,0.0001632026,0.007436189],"category_scores_gemma":[0.00264668,0.00007290799,0.0001826898,0.001453853,0.000735882,0.0005367297,0.001212016,0.0003597875,0.0004526903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698058,"about_ca_system_score_gemma":0.001871543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0215182,"about_ca_topic_score_gemma":0.04229757,"domain_scores_codex":[0.9994299,0.0002475639,0.00004435856,0.00004872522,0.0001037293,0.0001257688],"domain_scores_gemma":[0.9974814,0.00105755,0.0005661438,0.00007114428,0.0003598349,0.0004639844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003334053,0.0001485721,0.8584414,0.0004781348,0.0001271937,0.004135346,0.0610533,0.0007050134,0.001215604,0.006566486,0.003473168,0.06332251],"study_design_scores_gemma":[0.000002555634,0.00003135674,0.9697719,0.0000997404,0.00002016871,0.0001479113,0.02586468,0.0001362412,0.0001065805,0.00009065674,0.003721454,0.000006750211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847571,0.0003535932,0.00002888161,0.0002950094,0.00001666349,0.000004476325,0.0001908589,0.000002941234,0.01435054],"genre_scores_gemma":[0.9980687,0.0003552787,0.00002270027,0.00002343154,0.000008939911,0.000003876115,0.00007274945,0.000001826618,0.001442495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0215182,"threshold_uncertainty_score":0.04278588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209528918093323,"score_gpt":0.5785464649340135,"score_spread":0.3575935731246812,"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."}}