{"id":"W6977615230","doi":"10.7488/ds/6546","title":"Tower Blocks UK: Southwark London Southampton Estate (Wells Place Area) and Blocks 3-4, l37-43.jpg","year":2023,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tower; Block (permutation group theory); Estate; Real estate; Architecture; Project commissioning; Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001967831,0.0004203749,0.0004510323,0.0001161341,0.0001768896,0.00002022042,0.0004011793,0.0004635651,0.1808814],"category_scores_gemma":[0.00003388219,0.0004040493,0.0001719048,0.0002398793,0.0008414301,0.0001198325,0.0006574048,0.0003459524,0.00003025744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464346,"about_ca_system_score_gemma":0.00001874867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103378,"about_ca_topic_score_gemma":0.002265027,"domain_scores_codex":[0.9981625,0.00001920073,0.0001733215,0.0006846691,0.0004624384,0.0004978802],"domain_scores_gemma":[0.9989536,0.00008251986,0.0002538254,0.0004109412,0.000006948886,0.0002921183],"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":[0.00006456205,0.00009302698,0.01711817,0.000006666521,0.00008087328,0.00009656619,0.00246911,0.0005161259,0.0001278953,3.585286e-7,0.9778732,0.001553453],"study_design_scores_gemma":[0.0008861103,0.0001888099,0.002129616,0.0001365128,0.0002009927,0.00001284426,0.009460559,0.00008034483,0.00006236022,0.0001338684,0.985975,0.0007329618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1494068,0.0001321587,0.0001444947,0.0003540536,0.0003440548,0.0006957815,0.0002610966,0.0003142549,0.8483472],"genre_scores_gemma":[0.06103331,0.0006674603,0.0001453526,0.00004150824,0.00007911822,5.588468e-7,0.00003678508,0.00008919984,0.9379067],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1808512,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005236192641202073,"score_gpt":0.1732447726144219,"score_spread":0.1680085799732199,"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."}}