{"id":"W7027585101","doi":"","title":"DEVELOPMENT OF SUBURBANIZATION IN EUROPE","year":2020,"lang":"en","type":"article","venue":"Bulgarian Portal for Open Science","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suburbanization; Context (archaeology); Population; Developed country; Population growth; Western europe","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":[0.001152061,0.00004664884,0.00009451214,0.00005716322,0.0003750268,0.0001671863,0.0009852436,0.00002302608,0.0001467004],"category_scores_gemma":[0.001187164,0.00004858465,0.000008512287,0.002012065,0.0001955144,0.0005340773,0.0001562312,0.00003219496,0.00001413184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570355,"about_ca_system_score_gemma":0.001404764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623241,"about_ca_topic_score_gemma":0.0007856273,"domain_scores_codex":[0.9989929,0.00001901871,0.000240653,0.0002261693,0.0003327641,0.0001885078],"domain_scores_gemma":[0.9994184,0.00001962019,0.0001034476,0.00006853446,0.0002651438,0.0001247905],"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":[0.00004854101,0.000110918,0.09180683,0.00002568101,0.000005992479,0.000007616077,0.1456647,0.0001422798,0.00786969,0.7414758,0.004168299,0.008673683],"study_design_scores_gemma":[0.001346273,0.0001049651,0.1044673,0.00007950377,0.000009944487,0.000001081749,0.01873801,0.00310545,0.0104246,0.0005302184,0.8606346,0.0005581157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4957253,0.00005096664,0.03078316,0.008146428,0.0006487562,0.002801612,0.00002012044,0.0001109802,0.4617127],"genre_scores_gemma":[0.9874727,0.000001468829,0.01127534,0.0004579019,0.00002716561,0.000007653402,0.000009244041,0.000004986138,0.000743544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564662,"threshold_uncertainty_score":0.2884441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324980047855898,"score_gpt":0.3472479349474954,"score_spread":0.2639981344689364,"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."}}