{"id":"W2986867926","doi":"10.1162/thld_a_00342","title":"Ancient Hardware: France Coming to Terms with the Discovery of Pompeii and Herculaneum","year":2003,"lang":"en","type":"article","venue":"Thresholds","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Architecture; Citation; The arts; Microform; Library science; Visual arts; Download; History; Art history; Art; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0002322858,0.00005919156,0.0001116297,0.00001473676,0.0003431195,0.00002688797,0.00009909491,0.00001977038,0.00001346167],"category_scores_gemma":[0.00003186177,0.0000332441,0.0000186515,0.0001829297,0.0002455726,0.0001079719,0.00002245296,0.00004986112,0.000003331239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065269,"about_ca_system_score_gemma":0.00002309061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003277334,"about_ca_topic_score_gemma":0.000339888,"domain_scores_codex":[0.9993951,0.00005095835,0.00007320903,0.0001186479,0.0002009519,0.0001611075],"domain_scores_gemma":[0.999738,0.00005832922,0.00002714645,0.0001057506,0.00002245234,0.00004836901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009107603,0.0001889471,0.3644445,0.00006823344,0.00008458098,0.00003918458,0.3115124,0.00006982776,0.002212079,0.2915726,0.0253103,0.00440624],"study_design_scores_gemma":[0.000110647,0.00007142124,0.02444171,0.00002427859,0.000007586837,0.000001532083,0.00190645,0.000001231843,0.0001368746,0.0002050422,0.9730015,0.00009174668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521362,0.0009453638,0.0001465298,0.002062427,0.0001172839,0.0001316863,0.000005256465,0.00001304394,0.04444217],"genre_scores_gemma":[0.9917586,0.00002428405,0.000106412,0.0006426563,0.00004466495,0.00000780018,2.411392e-7,0.000003487019,0.007411803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9476912,"threshold_uncertainty_score":0.2639032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371269603729558,"score_gpt":0.2486910083699364,"score_spread":0.2349783123326408,"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."}}