{"id":"W6977632774","doi":"10.7488/ds/4277","title":"Tower Blocks UK: Bristol City Culverwell Road, Withywood, s2-16.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":"Block (permutation group theory); Tower; Borough; Quarter (Canadian coin); Project commissioning; Architecture; Frame (networking); Publishing","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":[0.0003722635,0.0007312469,0.001108379,0.001253156,0.000196379,0.00002771486,0.001378844,0.0009933665,0.4696442],"category_scores_gemma":[0.0001034482,0.0009333891,0.0005573736,0.001025775,0.0007407031,0.0001488187,0.0006721784,0.0007379575,0.0003580268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000754976,"about_ca_system_score_gemma":0.0003741288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02791312,"about_ca_topic_score_gemma":0.009964186,"domain_scores_codex":[0.9967498,0.0000320305,0.0003038579,0.001083449,0.001053921,0.0007769875],"domain_scores_gemma":[0.9971649,0.00008628525,0.0008435184,0.001269593,0.0002411413,0.000394581],"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":[0.0001477768,0.0001661276,0.003382219,0.000006745598,0.000564927,0.0002952811,0.0003378901,0.00001305408,0.00005228426,0.000008395816,0.9945468,0.0004785166],"study_design_scores_gemma":[0.001684191,0.0001044042,0.00007212745,0.0004446325,0.000542074,0.00001055888,0.00103976,0.00002988648,0.00005200834,0.000109094,0.9949866,0.0009246775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001636814,0.000374246,0.000173561,0.00008789623,0.001370761,0.0006678347,0.001186437,0.001778492,0.9927239],"genre_scores_gemma":[0.01097482,0.0002515237,0.0002444611,0.00003185446,0.0005917424,4.588944e-7,0.0001612486,0.0007797194,0.9869642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4692862,"threshold_uncertainty_score":0.9993117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319806571212022,"score_gpt":0.2062767359341628,"score_spread":0.1930786702220426,"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."}}