{"id":"W6940298614","doi":"10.7488/ds/4179","title":"Tower Blocks UK: Birmingham City Wychall Farm, m9-02.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; Borough; Architecture; Quarter (Canadian coin); Project commissioning; Frame (networking); Excavation","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":[0.0000811894,0.000186005,0.000273876,0.00006258012,0.0001258215,0.00001362524,0.0003777439,0.000321476,0.5787479],"category_scores_gemma":[0.00005092204,0.00009688915,0.0001965045,0.0002571875,0.00002521912,0.00003225749,0.0001317918,0.0002221069,0.00005407032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650981,"about_ca_system_score_gemma":0.00001177803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01999781,"about_ca_topic_score_gemma":0.01087619,"domain_scores_codex":[0.9991435,0.000009277228,0.0001050671,0.0003102481,0.0001994519,0.0002324742],"domain_scores_gemma":[0.9991112,0.000480502,0.0001632642,0.00008552082,0.00005038504,0.00010915],"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":[0.0000192111,0.00003908263,0.002931011,0.000001017454,0.00005003748,0.00003171491,0.00004958652,8.808149e-7,0.001087707,0.00002350018,0.9925932,0.003172994],"study_design_scores_gemma":[0.00004282723,0.0000814335,0.00009257768,0.0001488307,0.00004542509,0.000004986214,0.000386452,0.00000985558,0.00003246343,0.0001194705,0.9988239,0.000211763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007124316,0.0002177185,0.000008276482,0.0003854767,0.001224447,0.0001823838,0.002479388,0.0003499824,0.988028],"genre_scores_gemma":[0.008776002,0.001960326,0.00003308035,0.00004343771,0.0005620261,2.258761e-7,0.000426933,0.000005831742,0.9881921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5786937,"threshold_uncertainty_score":0.9865281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507323657499415,"score_gpt":0.1885366112529791,"score_spread":0.173463374677985,"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."}}