{"id":"W6940111268","doi":"10.7488/ds/6768","title":"Tower Blocks UK: Sheffield City Kelvin, n18-25.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; Photography; Project commissioning; Architecture; Quarter (Canadian coin); 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":[0.00007031167,0.0001587639,0.0002430319,0.00004789018,0.0001076822,0.00001222988,0.0003462,0.0003330359,0.7540129],"category_scores_gemma":[0.00006919033,0.00008152272,0.0001796594,0.0002161307,0.00001961452,0.00003634407,0.0001157371,0.0002268532,0.00005337974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921739,"about_ca_system_score_gemma":0.000009878449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640874,"about_ca_topic_score_gemma":0.006932979,"domain_scores_codex":[0.9992613,0.000008394222,0.00009227183,0.0002647831,0.000174297,0.0001989567],"domain_scores_gemma":[0.9990475,0.0006071158,0.0001251716,0.00008007465,0.00004385061,0.00009626265],"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":[0.00001647467,0.000028726,0.003191594,8.178532e-7,0.00004220034,0.00002652495,0.00003270745,6.445287e-7,0.0005432949,0.00001934324,0.9939458,0.002151839],"study_design_scores_gemma":[0.00003534741,0.00007127775,0.0001077547,0.0001323623,0.00004230897,0.000003740304,0.0002843628,0.000007991574,0.00002860666,0.0001122331,0.9989921,0.0001819061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00320911,0.0001848962,0.000008819419,0.0004738375,0.001059641,0.0001452974,0.00165081,0.0002668777,0.9930007],"genre_scores_gemma":[0.007914624,0.001643517,0.00002669707,0.00005526407,0.0005406156,1.734888e-7,0.000376228,0.000004327252,0.9894385],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7539596,"threshold_uncertainty_score":0.9901411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228710508265368,"score_gpt":0.1815213728005478,"score_spread":0.1692342677178941,"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."}}