{"id":"W6958758162","doi":"10.7488/ds/4471","title":"Tower Blocks UK: Glasgow City Red Road, glw6-06.jpg","year":2023,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tower; Block (permutation group theory); Corporation; Quarter (Canadian coin); Project commissioning; Architecture; Frame (networking)","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":[0.0003746716,0.000602856,0.0009547094,0.001232696,0.0001647211,0.00002173087,0.001231662,0.000979441,0.4649641],"category_scores_gemma":[0.0001647638,0.0007706599,0.0004968267,0.0009703528,0.0005410631,0.0001193332,0.0006438714,0.000611196,0.0002755965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004653111,"about_ca_system_score_gemma":0.0003016802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009435471,"about_ca_topic_score_gemma":0.004632851,"domain_scores_codex":[0.9971814,0.0000289827,0.0002603341,0.0009290176,0.0009077223,0.0006925652],"domain_scores_gemma":[0.997512,0.00009618476,0.0006776966,0.001172503,0.0002128713,0.0003287503],"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":[0.000110697,0.0001091107,0.002541334,0.000004206631,0.0004734582,0.0002499843,0.000261721,0.000009395849,0.0001357011,0.000007930445,0.9957916,0.0003048463],"study_design_scores_gemma":[0.001501082,0.00007048161,0.0001663657,0.0003857423,0.0003737522,0.00000562384,0.0005784714,0.0000384601,0.00003821688,0.0001220328,0.9960012,0.0007186158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001322185,0.0001763984,0.00005434657,0.0001843496,0.001234338,0.0005360559,0.0009793341,0.001878009,0.993635],"genre_scores_gemma":[0.005191474,0.000207991,0.000341742,0.00002187563,0.0006456415,3.570287e-7,0.0001865862,0.0006576809,0.9927467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4646885,"threshold_uncertainty_score":0.9994745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624011788843312,"score_gpt":0.2104283134507256,"score_spread":0.1941881955622925,"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."}}