{"id":"W1560267275","doi":"10.24385/lincoln.25159148","title":"[Design of] three houses, Kingston upon Hull","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Architectural engineering; Architecture; Engineering; Visual arts; Modular design; Carbon footprint; Civil engineering; Computer science; Art","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":[0.0005360364,0.000743077,0.0003142207,0.0004964595,0.002712038,0.003052803,0.0009716896,0.0007969604,0.231955],"category_scores_gemma":[0.000728455,0.0005907983,0.0003570663,0.0009090997,0.001039894,0.0008849052,0.001988655,0.001149908,0.05863053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002008813,"about_ca_system_score_gemma":0.002928625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03916822,"about_ca_topic_score_gemma":0.1372464,"domain_scores_codex":[0.9993461,0.00009769299,0.00002598634,0.000130978,0.0003187804,0.00008050566],"domain_scores_gemma":[0.9994544,0.00003399791,0.00001902283,0.00006158657,0.0002925836,0.0001382539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003792382,0.00008507285,0.001791021,0.0003316717,0.00001300201,0.001247333,0.002368899,0.002214579,0.008078649,0.02110131,0.6813759,0.2810133],"study_design_scores_gemma":[0.00001354046,0.00006078997,0.001997321,0.00003646958,0.000004246628,0.0001732489,0.0004772737,0.0003134586,0.0006028295,0.0005642406,0.995738,0.00001858133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01368528,0.001117468,0.02654552,0.001873439,0.001734202,0.0006314104,0.002731294,0.001693939,0.9499875],"genre_scores_gemma":[0.02703091,0.0006412616,0.01121034,0.0002347183,0.00004808095,0.000142008,0.001188922,0.0005463549,0.9589575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.231955,"threshold_uncertainty_score":0.7759667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610334542279408,"score_gpt":0.2558449857781689,"score_spread":0.005188468449771833,"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."}}