{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758457,0.0005592699,0.0002858173,0.001670112,0.00456536,0.006058544,0.0007351516,0.001552048,0.08398308],"category_scores_gemma":[0.004767066,0.0002955043,0.0002395098,0.001448033,0.005111675,0.009161425,0.003629044,0.002805462,0.02554077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720803,"about_ca_system_score_gemma":0.00309107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886129,"about_ca_topic_score_gemma":0.00723738,"domain_scores_codex":[0.9984002,0.0008547471,0.0000360105,0.0001815066,0.0003605767,0.0001669427],"domain_scores_gemma":[0.9984925,0.000525891,0.00005495954,0.0003258635,0.0003966116,0.0002041644],"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":[0.00002398304,0.00001387952,0.0001825906,0.0000845036,0.000002073244,0.0002688422,0.04354219,0.00006172695,0.0004305992,0.6279009,0.2642373,0.06325137],"study_design_scores_gemma":[6.709985e-7,0.000002502533,0.00005249458,0.00007351711,7.257604e-7,0.00009220697,0.00347478,0.00001893525,0.00008405018,0.006336272,0.9898605,0.000003363415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002597133,0.001801011,0.008403235,0.00704946,0.00262319,0.00006807471,0.0001815682,0.0003339344,0.9769424],"genre_scores_gemma":[0.05054933,0.002032984,0.004098525,0.001490147,0.0004718969,0.0001049645,0.0001873957,0.0005691468,0.9404956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08398308,"threshold_uncertainty_score":0.2809514,"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."}}