{"id":"W1522940108","doi":"10.1017/cbo9780511693809","title":"Portraits of Places","year":2009,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Beauty; Art; Art history; Period (music); History; Vintage; Visual arts; Archaeology; Aesthetics","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"],"consensus_categories":[],"category_scores_codex":[0.00005111371,0.0002714923,0.0003929457,0.0001638348,0.000190514,0.00004370306,0.0003837651,0.0002191688,0.00003019887],"category_scores_gemma":[0.000003021617,0.0002755688,0.0003015772,0.000005054496,0.0004347208,0.0000950898,0.00007299743,0.0003344514,0.000004662534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000435599,"about_ca_system_score_gemma":0.0001267398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001474812,"about_ca_topic_score_gemma":0.00002001809,"domain_scores_codex":[0.9991211,0.00003336897,0.0001666507,0.0002705862,0.0002114819,0.0001968026],"domain_scores_gemma":[0.9991947,0.00003042305,0.0002569779,0.0002497356,0.0001785755,0.00008959239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000430268,0.00001709171,1.713127e-7,0.00008873367,0.00008483831,0.00004042553,0.001058582,1.300361e-7,0.00001885084,0.6058834,0.3926102,0.000154549],"study_design_scores_gemma":[0.0002945721,0.0001216418,0.000006951222,0.0001941519,0.0002043221,0.000002735252,0.0003630324,0.000001449009,0.0004071271,0.000022592,0.9980796,0.0003018421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005450881,0.000211787,0.000002800226,0.00000309749,0.0001592203,0.0002338968,0.0006485006,0.00009729461,0.9980983],"genre_scores_gemma":[0.002970784,0.00003819079,0.000007200922,0.00006927479,0.0003351206,2.789079e-7,0.000134868,0.00001810971,0.9964262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6058608,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938323705426521,"score_gpt":0.2045868538932989,"score_spread":0.1752036168390337,"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."}}