{"id":"W7106297662","doi":"10.17028/rd.lboro.30646523","title":"Public Message: Reverse side of the Langlaagte Stamp Battery Storyboard with information of Sir Joseph Robinson in Marshalltown, Johannesburg, South Africa","year":2025,"lang":"","type":"other","venue":"Loughborough University Research Repository (Loughborough University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storyboard; Portrait; Public access; Reading (process); White (mutation); Quarter (Canadian coin); Windshield","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002129619,0.0003188319,0.0001544317,0.0003734987,0.002079277,0.001733585,0.0003670963,0.001125671,0.5341755],"category_scores_gemma":[0.001067005,0.0001589607,0.00007899426,0.0005164559,0.0005294908,0.001597751,0.001423966,0.001139884,0.1965127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008139745,"about_ca_system_score_gemma":0.0007087357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394435,"about_ca_topic_score_gemma":0.06318783,"domain_scores_codex":[0.9999231,0.00001036197,0.000001922797,0.000008551142,0.00003381632,0.00002223697],"domain_scores_gemma":[0.9997721,0.00006414921,0.00001655472,0.0000163,0.00004970069,0.00008113026],"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":[0.00001878778,0.000006632343,0.0001532213,0.00003962063,4.372373e-7,0.0002308972,0.002321013,0.00001259613,0.0002981112,0.0007253125,0.9886261,0.007567288],"study_design_scores_gemma":[0.000003080533,0.000003345325,0.0007363009,0.00003225781,4.63169e-7,0.00006339815,0.001737986,0.00001035957,0.0001126056,0.00006493577,0.9972333,0.000001860007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006579435,0.0006306312,0.0003949241,0.01693579,0.001782096,0.00008553626,0.007288591,0.0007099345,0.965593],"genre_scores_gemma":[0.01554438,0.0003774423,0.0001399769,0.001146805,0.0002361946,0.00003573202,0.001068558,0.0003299704,0.981121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5341755,"threshold_uncertainty_score":0.6644422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384515735281558,"score_gpt":0.2253006310674604,"score_spread":0.1914554737146449,"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."}}