{"id":"W6945005572","doi":"10.24385/lincoln.25159037.v3","title":"Vernacular inscription","year":2024,"lang":"en","type":"other","venue":"Lincoln repository","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Vernacular; Printmaking; The arts; Fine art; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006753262,0.0009057581,0.0004311713,0.001141625,0.004422344,0.005372403,0.00093842,0.001108812,0.1469237],"category_scores_gemma":[0.002386448,0.0002443145,0.0003523489,0.001301577,0.002492457,0.002538582,0.003839915,0.00257794,0.04335945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606781,"about_ca_system_score_gemma":0.00113816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00394763,"about_ca_topic_score_gemma":0.008666771,"domain_scores_codex":[0.9989265,0.0002588962,0.0000479005,0.0001418472,0.0004352707,0.0001896589],"domain_scores_gemma":[0.9991778,0.0001262521,0.00004792456,0.0002279077,0.0003217906,0.00009829431],"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":[0.0002442178,0.00004401212,0.000850576,0.0003850133,0.000007240206,0.001006509,0.01922686,0.0001714223,0.004081828,0.2369533,0.6025299,0.1344993],"study_design_scores_gemma":[0.00000172874,0.000009905618,0.0001884873,0.0000536382,9.468837e-7,0.0001153409,0.001032824,0.0000275348,0.0002105192,0.001028614,0.9973248,0.000005764554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007120025,0.0009365493,0.002482075,0.001565384,0.006564884,0.00008843045,0.0007518395,0.0005470646,0.9799438],"genre_scores_gemma":[0.1066508,0.001155577,0.003612075,0.001744145,0.001656254,0.0001772709,0.002114921,0.001473421,0.8814155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1469237,"threshold_uncertainty_score":0.4915086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844903327134753,"score_gpt":0.2511033163584561,"score_spread":0.2326542830871085,"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."}}