{"id":"W6977297651","doi":"10.7488/ds/5430","title":"Tower Blocks UK: Lambeth London Opal Street, l26-34.jpg","year":2023,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Block (permutation group theory); Borough; Tower; Metropolitan area; Quarter (Canadian coin); Identification (biology); Negative; Project commissioning","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004653378,0.0001731371,0.0002343986,0.0002849639,0.00003991503,0.000009130363,0.0001923556,0.0002762252,0.0942831],"category_scores_gemma":[0.00001360679,0.0002156454,0.00008642766,0.0001921364,0.00004939613,0.00006827743,0.00003519922,0.0002098441,0.00001206396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005636723,"about_ca_system_score_gemma":0.00003100976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004390308,"about_ca_topic_score_gemma":0.002049821,"domain_scores_codex":[0.9993762,0.00000283894,0.0001012987,0.0001743543,0.000186389,0.0001589583],"domain_scores_gemma":[0.999585,0.00003783008,0.00007290906,0.0001823645,0.00004531145,0.00007654151],"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":[0.000006224724,0.00001257901,0.0001266594,0.000009353703,0.00008276309,0.00002322759,0.0001344815,0.0005352187,0.00005489142,0.00002140007,0.9984385,0.0005547102],"study_design_scores_gemma":[0.0002793095,0.00001827422,0.000008007564,0.0000907964,0.00004435528,0.00000109126,0.0005404321,0.0003380533,0.0001039461,0.00002745367,0.9983422,0.0002061334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000373285,0.0003043154,0.0007616123,0.00004243941,0.0009361135,0.00009825731,0.00006444601,0.0009552554,0.9964643],"genre_scores_gemma":[0.007249111,0.001126575,0.0001557966,0.00001176425,0.0002276867,1.782681e-7,0.00003678588,0.0001036245,0.9910884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09427103,"threshold_uncertainty_score":0.9065449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009865295435868594,"score_gpt":0.2036159953133462,"score_spread":0.1937506998774776,"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."}}