{"id":"W6902614134","doi":"10.7488/ds/4744","title":"Tower Blocks UK: City of Edinburgh Moredun Temporary Housing Area, Phase 2, Stage 1, sc_1141879.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); Frame (networking); Quarter (Canadian coin); Architecture; Project commissioning; Public housing","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":[0.0008197097,0.001041948,0.001913172,0.002705435,0.0002401537,0.00003326247,0.001597915,0.001174208,0.3949922],"category_scores_gemma":[0.0002217547,0.00129733,0.0008090279,0.001746651,0.001426835,0.0003499025,0.0009640326,0.0009033456,0.00001160683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903565,"about_ca_system_score_gemma":0.0008690041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258531,"about_ca_topic_score_gemma":0.00122634,"domain_scores_codex":[0.995263,0.00004271574,0.0007207762,0.001341978,0.001639062,0.0009924435],"domain_scores_gemma":[0.9950116,0.0002513487,0.002080484,0.001685835,0.0004450759,0.0005256021],"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":[0.0004929121,0.0007846013,0.006887099,0.00002007455,0.0008822088,0.0006961529,0.0005801464,0.00007418245,0.001479548,0.000005513849,0.9877001,0.0003974723],"study_design_scores_gemma":[0.006525982,0.0003867997,0.00002823946,0.001804649,0.0009134479,0.0000085982,0.003689805,0.0002635678,0.00118976,0.0001238594,0.9835219,0.001543334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04739174,0.0005979136,0.0004013163,0.00008558894,0.001709411,0.001233738,0.006421692,0.001765756,0.9403929],"genre_scores_gemma":[0.08407901,0.000285592,0.0005833359,0.00002113237,0.0006287356,8.862653e-7,0.0003473849,0.0008045104,0.9132494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3949806,"threshold_uncertainty_score":0.9989476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288054304698127,"score_gpt":0.2556513625077096,"score_spread":0.2227708194607284,"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."}}