{"id":"W4393971171","doi":"10.7202/1108086ar","title":"CCPERB Perturbed","year":2023,"lang":"en","type":"article","venue":"Archivaria","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006397786,0.001591393,0.001086182,0.004256082,0.005084826,0.0128732,0.003664913,0.005442673,0.4941636],"category_scores_gemma":[0.02638057,0.001168078,0.000870839,0.005054641,0.002601778,0.004997076,0.00368686,0.004688854,0.2687724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0246696,"about_ca_system_score_gemma":0.08293195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7110065,"about_ca_topic_score_gemma":0.78097,"domain_scores_codex":[0.9915286,0.0003802686,0.0002757781,0.0004919235,0.006196722,0.001126677],"domain_scores_gemma":[0.9746879,0.001487816,0.0004698627,0.001532939,0.01956382,0.00225759],"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":[0.00002008827,0.000008092838,0.00005893004,0.00006393568,0.000002154724,0.00001550455,0.00002657041,0.00007207641,0.0001133682,0.004323515,0.9792499,0.01604574],"study_design_scores_gemma":[0.00001002747,0.000003575733,0.0006762293,0.00009890665,0.000002219088,0.00001163563,0.00003664795,0.000134315,0.0001675569,0.001135789,0.9977029,0.00002019809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006654273,0.004339267,0.006003926,0.01443765,0.005430054,0.001146723,0.04840159,0.009034207,0.9105412],"genre_scores_gemma":[0.007057935,0.003077884,0.004833439,0.004930735,0.0007315378,0.0005354838,0.01911038,0.004624383,0.9550982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7110065,"threshold_uncertainty_score":0.7215142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432912621166992,"score_gpt":0.2466295947629763,"score_spread":0.1033383326462771,"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."}}