{"id":"W4205153941","doi":"10.22215/etd/2021-14691","title":"A Fable of Lost Volumes","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Fable; Construct (python library); Scale (ratio); Closure (psychology); History; Geography; Archaeology; Environmental ethics; Computer science; Cartography; Political science; Philosophy","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":[0.0009014729,0.0003886683,0.0002186036,0.001736606,0.01099653,0.009640028,0.0007447035,0.001173348,0.01460377],"category_scores_gemma":[0.002618556,0.0002481946,0.0002595529,0.002167275,0.00813099,0.006372239,0.004739063,0.001372533,0.001088817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004804933,"about_ca_system_score_gemma":0.004441302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03163972,"about_ca_topic_score_gemma":0.09942403,"domain_scores_codex":[0.9993502,0.0001621503,0.00001583238,0.00009470729,0.0002470935,0.0001299226],"domain_scores_gemma":[0.9993349,0.0001806792,0.0000982257,0.0001318284,0.0001292919,0.0001250414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009385392,0.0000436941,0.008174489,0.0004013807,0.00001953378,0.002119949,0.4961723,0.0004632106,0.002311145,0.1383384,0.181008,0.1708541],"study_design_scores_gemma":[0.000003043757,0.00003937354,0.006552591,0.0004709868,0.00000891027,0.001332061,0.162995,0.0001319526,0.0005668867,0.008467698,0.8194108,0.00002076724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4521219,0.01071156,0.01708754,0.04323691,0.002735626,0.0002542419,0.001719888,0.00108491,0.4710473],"genre_scores_gemma":[0.7351245,0.004208665,0.008212417,0.004157856,0.000370877,0.0001025481,0.000614556,0.0005814682,0.2466271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03163972,"threshold_uncertainty_score":0.06291109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07424364044906745,"score_gpt":0.2427771648258142,"score_spread":0.1685335243767468,"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."}}