{"id":"W1666948815","doi":"","title":"Building on the Past: Mennonite Architecture, Landscape and Settlements in Russia/Ukraine","year":2005,"lang":"en","type":"article","venue":"Journal of Mennonite studies","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human settlement; Architecture; Archaeology; Landscape architecture; History; Geography; Ethnology; Civil engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00219949,0.0001669719,0.0003110051,0.0002790267,0.0004801851,0.00007303448,0.0002254686,0.00004836749,0.00004278814],"category_scores_gemma":[0.00003969061,0.0001016391,0.00007800697,0.0003063491,0.000176175,0.0001499251,0.00009658077,0.000345249,0.000006163621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714917,"about_ca_system_score_gemma":0.00009568671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003179179,"about_ca_topic_score_gemma":0.0003580613,"domain_scores_codex":[0.9981779,0.0002407789,0.000477753,0.0001423865,0.0005969693,0.0003641624],"domain_scores_gemma":[0.9989532,0.0004272796,0.0003042305,0.00009370651,0.000126705,0.00009489288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007172162,0.000669662,0.0751719,0.00009836454,0.002137498,0.0003668644,0.6693233,0.0008881685,0.0005962518,0.01098335,0.03259476,0.2064526],"study_design_scores_gemma":[0.002297693,0.0004162679,0.06985785,0.0003830195,0.00009239921,0.00004197573,0.07605913,0.00002418174,0.00002733802,0.005154577,0.8452199,0.0004256355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733382,0.01085724,0.00005527875,0.01058925,0.0003858165,0.0002016507,0.000004645518,0.00001480275,0.004553153],"genre_scores_gemma":[0.9874636,0.00724327,0.002765187,0.001001086,0.001018284,0.000008762465,2.949051e-7,0.00001291496,0.000486598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8126252,"threshold_uncertainty_score":0.4144724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553661538148012,"score_gpt":0.3220813890424662,"score_spread":0.2965447736609861,"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."}}