{"id":"W4315782099","doi":"10.9734/bpi/taier/v7/3629c","title":"Eco Aspects in Revitalisation Tenement Housing Quarters in Szczecin (PL)","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Urban Development and Cultural Heritage","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mistake; Architecture; Living space; Recreation; Quarter (Canadian coin); Sustainable development; Geography; Scale (ratio); Architectural engineering; Civil engineering; Engineering; Environmental planning; Political science; Cartography; Archaeology","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":[0.0002154784,0.0002291617,0.0001503181,0.0005646317,0.001705191,0.002218768,0.0004102269,0.0004085717,0.007436953],"category_scores_gemma":[0.0002017124,0.0001481671,0.0002097363,0.001206278,0.001115041,0.00142703,0.002134602,0.0007556126,0.0005373335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036425,"about_ca_system_score_gemma":0.001007294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709564,"about_ca_topic_score_gemma":0.04128141,"domain_scores_codex":[0.9997786,0.00004261935,0.0000103737,0.00003575777,0.00003953037,0.00009308416],"domain_scores_gemma":[0.9999704,0.000003804636,0.000007580081,0.000002482332,0.000005591152,0.00001006006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000382401,0.0003282314,0.04210901,0.001912,0.00006122851,0.009776744,0.1526979,0.00244998,0.008326213,0.2987871,0.03716605,0.4460031],"study_design_scores_gemma":[0.000009724902,0.0001007657,0.1492274,0.0003729367,0.00001794328,0.001532257,0.09291284,0.0003974793,0.001597201,0.005753559,0.7480478,0.00003007698],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187676,0.01483993,0.001445657,0.003744825,0.0003348788,0.00008846412,0.0002855985,0.00004491343,0.1604482],"genre_scores_gemma":[0.9262581,0.006717614,0.0007487489,0.0002558793,0.00003378993,0.00003394959,0.000166044,0.00003222785,0.06575366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709564,"threshold_uncertainty_score":0.03399229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708673924328959,"score_gpt":0.27547241488671,"score_spread":0.2183856756434204,"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."}}