{"id":"W4313393494","doi":"10.2478/crebss-2022-0009","title":"I distance application in the ranking of Group 8 and European Union countries by level of development","year":2022,"lang":"en","type":"article","venue":"Croatian Review of Economic Business and Social Statistics","topic":"Quality of Life Measurement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Czech; European union; Soviet union; Regional science; Work (physics); Russian federation; Geography; Political science; Economy; Business; International trade; Economics; Computer science; Engineering; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004251784,0.00005599966,0.0002456277,0.000017683,0.0002985948,0.0000124061,0.0001382816,0.00001159662,0.00002266169],"category_scores_gemma":[0.00005018128,0.00005364727,0.000011532,0.00007296449,0.0003340919,0.0000398068,0.00004001567,0.00004168739,2.286926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007954759,"about_ca_system_score_gemma":0.000122656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652278,"about_ca_topic_score_gemma":0.002291897,"domain_scores_codex":[0.9986209,0.0005584414,0.0004679838,0.00009757811,0.0001771884,0.00007788575],"domain_scores_gemma":[0.9992863,0.0001198746,0.0004607005,0.00005726778,0.00006459455,0.0000112885],"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":[0.00002278445,0.0001754495,0.02734344,0.01174452,0.00004662009,6.995427e-7,0.08347443,0.000007646644,0.00005464481,0.6170028,0.006574254,0.2535527],"study_design_scores_gemma":[0.0007584047,0.00003458371,0.3041303,0.0009103468,0.00007047184,5.62314e-7,0.01324556,0.00002868969,0.00001238746,0.004700387,0.6758079,0.0003004746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4234411,0.1136454,0.4237617,0.02186351,0.0005940052,0.005064449,0.005685405,0.00002685002,0.005917546],"genre_scores_gemma":[0.9909064,0.007728043,0.001043816,0.0001958502,0.00002095885,0.00001894087,0.00006398749,0.00000543194,0.00001652778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6692336,"threshold_uncertainty_score":0.2497762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0800374766153989,"score_gpt":0.3197551151318979,"score_spread":0.239717638516499,"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."}}