{"id":"W2328193235","doi":"10.5618/arch.2012.v1.n2.8","title":"Architectural Transformations of Residential Buildings in Rural Areas of the Lublin Region","year":2012,"lang":"en","type":"article","venue":"Architectoni ca","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Geography; Environmental planning; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001475564,0.000153875,0.0001291424,0.001119548,0.001001016,0.001237586,0.0001937114,0.0001497379,0.001094729],"category_scores_gemma":[0.0003338802,0.0002097681,0.0001235063,0.001265838,0.001318871,0.0002990116,0.0008757176,0.0002234462,0.0001803581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132941,"about_ca_system_score_gemma":0.0003811585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008540519,"about_ca_topic_score_gemma":0.03444033,"domain_scores_codex":[0.9997873,0.00007789535,0.000009773812,0.00003102357,0.00002962493,0.00006439395],"domain_scores_gemma":[0.9999188,0.00001269201,0.00003645673,0.00001037739,0.0000108801,0.00001078309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006287577,0.0001751778,0.5391595,0.0004152217,0.0000972566,0.007606956,0.2032503,0.006251281,0.03394594,0.02076094,0.002092699,0.185616],"study_design_scores_gemma":[0.000007668237,0.0001075896,0.9256532,0.00005666038,0.00001517982,0.001367883,0.04373654,0.0004669612,0.0009177906,0.0006825497,0.02696954,0.00001855198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965605,0.0002431146,0.0001358715,0.00002498472,0.000001791832,0.000004951863,0.00002371919,0.000003560732,0.003001635],"genre_scores_gemma":[0.998565,0.0002055043,0.0001815706,0.000004220041,0.000001401567,0.0000030841,0.00002297836,0.000002538574,0.001013726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008540519,"threshold_uncertainty_score":0.0169816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647641855505456,"score_gpt":0.2701560737705034,"score_spread":0.2536796552154488,"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."}}