{"id":"W4389407379","doi":"10.20874/2071-0437-2023-63-4-20","title":"The influence of natural forces and the ways of adaptation to them by Tobolsk residents in the 17th–19th cc. (by the archaeological and historical evidence)","year":2023,"lang":"en","type":"article","venue":"Vestnik arheologii, antropologii i ètnografii","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Quarter (Canadian coin); Natural disaster; Archaeology; Geography; Population; Flood myth; Urbanization; Environmental planning; History; Forensic engineering; Engineering; Ecology; Demography; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003270507,0.0001772915,0.0002945134,0.0000702375,0.0009493986,0.00009615992,0.000878165,0.0001566494,0.000002796367],"category_scores_gemma":[0.00434219,0.00007596605,0.00008286775,0.0005307036,0.006493563,0.0003552148,0.0001716711,0.00036275,0.00000417363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000773157,"about_ca_system_score_gemma":0.00007069534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051979,"about_ca_topic_score_gemma":0.002546697,"domain_scores_codex":[0.9969917,0.00106908,0.0005286481,0.0002594568,0.0006203871,0.00053075],"domain_scores_gemma":[0.9926119,0.006698329,0.0002220574,0.0002784515,0.0001240236,0.00006524447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007136075,0.0001698008,0.05724205,0.00005789083,0.00005219372,0.000007805975,0.160924,0.0001104607,0.00017806,0.7584109,0.01639227,0.005740918],"study_design_scores_gemma":[0.004187265,0.001477026,0.2921455,0.0002161602,0.0001448828,0.00003559537,0.2348633,0.001979182,0.0004334872,0.4451841,0.01861081,0.0007226715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9225262,0.002731954,0.0001274833,0.07306243,0.0001534121,0.0007679485,0.00001390377,0.00004882593,0.0005678197],"genre_scores_gemma":[0.9920492,0.005679352,0.00003926144,0.001940125,0.0000637616,0.00006826792,0.000005639616,0.000005582519,0.000148879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132268,"threshold_uncertainty_score":0.9962102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07572088459616012,"score_gpt":0.3114896077801036,"score_spread":0.2357687231839435,"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."}}