{"id":"W7106272004","doi":"10.7488/ds/8044","title":"Modena – 2025 images","year":2025,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Documentation; Adventure; China; Quarter (Canadian coin); Principal (computer security); Gloom; Cultural heritage","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000893935,0.0002481133,0.0004450505,0.0009050493,0.00005284318,0.000006955889,0.0006510427,0.0003467802,0.164282],"category_scores_gemma":[0.00003494281,0.0003228745,0.0001963753,0.0003354805,0.0002727216,0.00005848909,0.0003009782,0.0002216486,0.0002971271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106865,"about_ca_system_score_gemma":0.0003179449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399329,"about_ca_topic_score_gemma":0.0002098894,"domain_scores_codex":[0.9989898,0.00001907671,0.00008758929,0.0003766188,0.0002915328,0.0002353625],"domain_scores_gemma":[0.9990208,0.00004444151,0.000230541,0.0005212257,0.0001030447,0.00007999739],"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":[0.00003003565,0.00005200064,0.000126349,0.00001883902,0.0002060068,0.00004393809,0.00004880259,0.00000991777,0.0001005899,0.0001802634,0.9987347,0.0004485985],"study_design_scores_gemma":[0.0005353614,0.00001553633,0.00001829831,0.000420774,0.0002343958,4.646828e-7,0.0002473168,0.00003259556,0.00007088811,0.000234691,0.9979367,0.0002529932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007108124,0.0004959196,0.0008994806,0.00007796731,0.0003637406,0.0002023886,0.001010829,0.0003484123,0.9965941],"genre_scores_gemma":[0.0003351156,0.0002288064,0.001262344,0.0000135911,0.0001411579,5.149152e-8,0.00007270579,0.0001311777,0.9978151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1639849,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007961766197001249,"score_gpt":0.2054269222611453,"score_spread":0.197465156064144,"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."}}