{"id":"W2906653484","doi":"10.32920/ryerson.14647521.v1","title":"Ethnic identity and cultural misattribution in early Ottoman photography","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Armenian; Photography; Ethnic group; Ottoman empire; Islam; Identity (music); History; Visual arts; Ancient history; Art; Sociology; Law; Anthropology; Political science; Archaeology; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005586316,0.0001406043,0.0001919981,0.0001367819,0.00009246542,0.000144573,0.0001724229,0.0002596389,0.001982251],"category_scores_gemma":[0.0001688276,0.0001046782,0.00008460067,0.0003704529,0.00018128,0.0003325754,0.000163718,0.0008475392,0.00003086415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006558558,"about_ca_system_score_gemma":0.00004121437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06679813,"about_ca_topic_score_gemma":0.1134551,"domain_scores_codex":[0.9985074,0.0002650328,0.000182841,0.000412586,0.0003154567,0.0003166412],"domain_scores_gemma":[0.9995047,0.00008701091,0.00004922734,0.0001393815,0.00005798505,0.0001616347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000615596,0.000008683389,0.9137422,0.00008481086,0.00002016356,0.00004939297,0.0005314653,0.0001197665,0.00007239214,0.00005010587,0.00003081546,0.08522868],"study_design_scores_gemma":[0.0001196936,0.00009208977,0.9846839,0.00003836531,0.000003644325,0.000005495989,0.000191688,0.001016546,0.0001296279,0.0135175,0.0000628968,0.0001385696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927731,0.003317542,0.001318599,0.0001861426,0.0001521094,0.0003443445,0.00003515562,0.00004163048,0.001831418],"genre_scores_gemma":[0.9961601,0.002218471,0.001115215,0.00005937969,0.00005003694,0.000006375379,0.0003161459,0.00000130267,0.00007295617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08509012,"threshold_uncertainty_score":0.9989301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08191564126446142,"score_gpt":0.3262152792706858,"score_spread":0.2442996380062244,"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."}}