{"id":"W6902887449","doi":"10.7488/ds/4037","title":"Tower Blocks UK: Birmingham City Castle Vale, Areas 1 and S/C, m10-01.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; Architecture; Quarter (Canadian coin); Excavation; Project commissioning; Carving","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":[0.0002731924,0.0004728664,0.0007199013,0.001007779,0.0001536016,0.00002235075,0.0005517019,0.0006263397,0.249862],"category_scores_gemma":[0.0001083793,0.0005883013,0.0002235466,0.0005909778,0.0005915005,0.0001001362,0.0005769525,0.0004330331,0.00005428459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992633,"about_ca_system_score_gemma":0.0001819769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233638,"about_ca_topic_score_gemma":0.004964133,"domain_scores_codex":[0.9979753,0.00001829916,0.0001787228,0.0007507179,0.0005711655,0.000505798],"domain_scores_gemma":[0.9983507,0.0001338917,0.0004198586,0.0006724207,0.0001231681,0.0002999228],"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":[0.00005991333,0.00007955926,0.007809611,0.00000703531,0.0002825901,0.0002822272,0.0003388278,0.000003342357,0.00005729341,0.000007871117,0.9907691,0.0003025998],"study_design_scores_gemma":[0.001021522,0.00006871899,0.0003090413,0.0003743798,0.0003469434,0.00001872248,0.0007869108,0.00003017965,0.00003032025,0.00009029326,0.9963444,0.0005785667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004992318,0.0004164494,0.00005256324,0.00008874145,0.000785692,0.0004402523,0.0009849011,0.000996587,0.9912425],"genre_scores_gemma":[0.008080169,0.0003166561,0.0002437232,0.00001753399,0.000358248,2.918881e-7,0.00005288665,0.0004429453,0.9904876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2498077,"threshold_uncertainty_score":0.9996569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926309546370596,"score_gpt":0.2171177206858062,"score_spread":0.1978546252221002,"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."}}