{"id":"W4234749825","doi":"10.32920/ryerson.14653875.v1","title":"A full catalogue and analysis of Indian painted photographs at Royal Ontario Museum's South Asian photographic collection","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Painting; Photography; Studio; Visual arts; Art; Negative; Art history","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":[0.001261143,0.0008023354,0.0007948985,0.03693273,0.002960917,0.002814686,0.001052191,0.0002797916,0.07852221],"category_scores_gemma":[0.00284266,0.0007060008,0.0006586161,0.06754664,0.001008563,0.001386634,0.001639586,0.0008057147,0.02146984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005449887,"about_ca_system_score_gemma":0.008789517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2543293,"about_ca_topic_score_gemma":0.5013217,"domain_scores_codex":[0.9980527,0.00008290883,0.0001625223,0.0001659562,0.001343345,0.000192483],"domain_scores_gemma":[0.9957737,0.0004260163,0.0003514797,0.0008122451,0.002339137,0.0002974121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002767434,0.00007530522,0.01421145,0.006051874,0.00008131214,0.001492148,0.01646964,0.0003876785,0.009611581,0.005921562,0.5451029,0.4003178],"study_design_scores_gemma":[0.000004159787,0.00001035924,0.05687452,0.000387718,0.00002352849,0.0004861804,0.00207602,0.00003451324,0.0007634962,0.00008415218,0.9392254,0.00002992597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04923897,0.02005557,0.005683311,0.0008878112,0.001154869,0.001882688,0.3122998,0.002284152,0.6065128],"genre_scores_gemma":[0.08884492,0.04953006,0.02911718,0.00050121,0.000846664,0.001421121,0.3259616,0.004619517,0.4991578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7456707,"threshold_uncertainty_score":0.505698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233490739205866,"score_gpt":0.2218075409571703,"score_spread":0.1984584670365837,"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."}}