{"id":"W6939858726","doi":"10.7488/ds/5442","title":"Tower Blocks UK: Lambeth London South Lambeth Estate, l27-07.jpg","year":2023,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Block (permutation group theory); Tower; Quarter (Canadian coin); Project commissioning; Publishing; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001049548,0.0002282403,0.0003269592,0.00007071282,0.0001303128,0.00001871506,0.0003776264,0.0003469248,0.5257471],"category_scores_gemma":[0.00005422573,0.0001189149,0.0002045249,0.0002810122,0.00003195998,0.00005195371,0.0001306619,0.0002798603,0.0001481997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002896865,"about_ca_system_score_gemma":0.0000177896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438545,"about_ca_topic_score_gemma":0.005383654,"domain_scores_codex":[0.9989706,0.00001623958,0.0001271944,0.0003538573,0.000239012,0.0002930759],"domain_scores_gemma":[0.9989541,0.0005439311,0.0002083573,0.000102368,0.00005946764,0.0001318351],"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":[0.00003981391,0.00003274372,0.003261011,0.000001774018,0.00006147235,0.00005173706,0.0001677957,0.000002787947,0.0004845008,0.0000118061,0.993041,0.002843526],"study_design_scores_gemma":[0.00007070793,0.0001080456,0.00009284436,0.0001793206,0.0000679982,0.000004954753,0.0009436124,0.00001256999,0.00003149771,0.00006409821,0.9981627,0.0002615936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01250382,0.0001607764,0.000007339638,0.000282729,0.001060558,0.0002324461,0.004339016,0.0003973145,0.981016],"genre_scores_gemma":[0.004427525,0.002763044,0.00005546674,0.0000381789,0.000499139,2.871559e-7,0.0008668588,0.000009060985,0.9913405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5255989,"threshold_uncertainty_score":0.9921778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048451711274432,"score_gpt":0.1811656550859602,"score_spread":0.1706811379732159,"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."}}