{"id":"W4200582420","doi":"10.14258/izvasu(2021)6-08","title":"Development of the Land Transport System of the Rural Settlement Network in the Tomsk Uyezd (District-Union) in the Second Half of the 19th Century and the First Quarter of the 20th Century","year":2021,"lang":"en","type":"article","venue":"Izvestiya of Altai State University","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; Peasant; Quarter (Canadian coin); Geography; Settlement (finance); Human settlement; Rural settlement; Period (music); Archaeology; Rural area; Economic growth; Political science; Business","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":[0.0001449219,0.0001123734,0.0001087048,0.001251953,0.000720393,0.001422417,0.0002041554,0.0001400945,0.001610824],"category_scores_gemma":[0.0003416691,0.0001102876,0.00009911246,0.002007568,0.0008614131,0.0006388683,0.0008623896,0.0002054221,0.0001774581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888847,"about_ca_system_score_gemma":0.00182741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06164765,"about_ca_topic_score_gemma":0.075289,"domain_scores_codex":[0.9998666,0.00002517141,0.000009102928,0.00003136794,0.00001857382,0.00004918885],"domain_scores_gemma":[0.9999226,0.000009296684,0.00002667415,0.000004879434,0.00002090876,0.00001567052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001966606,0.0001004319,0.7509135,0.0002511727,0.00007265861,0.001872333,0.0210536,0.009734859,0.004555458,0.082897,0.002354074,0.1259982],"study_design_scores_gemma":[0.00001142917,0.00005351711,0.9630335,0.00005987142,0.00002104986,0.0005305343,0.01085105,0.001378621,0.000551921,0.001509685,0.02198828,0.00001069756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890887,0.0005309518,0.0001871785,0.0001182977,0.000008159155,0.000008358078,0.0001317947,0.000009358212,0.009917201],"genre_scores_gemma":[0.9975661,0.0002667052,0.0001306993,0.00000474021,0.000001495377,0.000002921478,0.0001028276,0.000001261142,0.001923128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06164765,"threshold_uncertainty_score":0.1225777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006795767434545033,"score_gpt":0.1881043837494243,"score_spread":0.1813086163148792,"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."}}