{"id":"W1902252530","doi":"10.1093/oxfordhb/9780195336467.013.001","title":"The Epigrapher at Work","year":2015,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Photography; Visual arts; Art; Work (physics); History; Art history; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000413672,0.0002225116,0.0002814355,0.00004300412,0.001824515,0.00008760382,0.000951377,0.0003564328,0.00002074148],"category_scores_gemma":[0.00008048707,0.000185848,0.0002307072,0.00003387677,0.00187971,0.00005341974,0.0009473648,0.0003833892,0.000008195923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008274763,"about_ca_system_score_gemma":0.0004133628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092154,"about_ca_topic_score_gemma":0.007910272,"domain_scores_codex":[0.9982362,0.0002062039,0.0001206245,0.0003231961,0.0006487244,0.0004650698],"domain_scores_gemma":[0.9985859,0.0004463831,0.0001744629,0.0003689699,0.0002114522,0.0002128222],"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":[0.00005709437,0.000004656665,0.00001700177,0.000005459343,0.00008862644,0.00002080593,0.001733644,1.953975e-7,6.893482e-8,0.3586969,0.6341137,0.005261929],"study_design_scores_gemma":[0.0001614466,0.0000165082,0.00001165776,0.00004667788,0.00009934044,1.822976e-7,0.0006389021,3.137535e-7,7.31396e-7,0.002619942,0.9961685,0.0002358082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003582028,0.0003621939,0.000004605819,0.0009452353,0.0004435786,0.0003565872,0.00003157905,0.0001446736,0.9976757],"genre_scores_gemma":[0.00004037533,0.0009316666,0.00002073869,0.0000533809,0.0003323604,0.000001110839,0.000005855977,0.00001831198,0.9985962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3620549,"threshold_uncertainty_score":0.999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369159012469682,"score_gpt":0.2541247774419069,"score_spread":0.2104331873172101,"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."}}