{"id":"W4387088672","doi":"10.1525/jsah.2023.82.3.275","title":"Concealing Structural Innovation in Greek Architecture: Flat-Arch Construction in the Third-Century BCE Stoa on Samothrace","year":2023,"lang":"en","type":"article","venue":"Journal of the Society of Architectural Historians","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frieze; Architecture; Arch; Quarter (Canadian coin); Ancient history; Archaeology; Art; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270041,0.0001807512,0.0003181687,0.0003503182,0.0004336521,0.00001555113,0.0005811342,0.00008791816,0.00005837576],"category_scores_gemma":[0.0001278514,0.0001078698,0.0003827975,0.0004677754,0.001560193,0.0001215111,0.00006150573,0.001333577,0.000003261389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042119,"about_ca_system_score_gemma":0.0001384945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001612959,"about_ca_topic_score_gemma":0.0009778125,"domain_scores_codex":[0.9978721,0.0003162481,0.0007570448,0.0001630043,0.0005886103,0.0003029917],"domain_scores_gemma":[0.9985595,0.0003555876,0.0006848416,0.0002237623,0.0001473962,0.0000288693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003891532,0.0000347182,0.001337125,0.0001242151,0.00007756874,0.00002743532,0.9533457,0.004086572,0.001168167,0.01512984,0.009973987,0.01430558],"study_design_scores_gemma":[0.009103897,0.002155258,0.06844408,0.001737038,0.0002480998,0.001881458,0.1712088,0.003088125,0.0003920535,0.08363275,0.6566963,0.001412064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845795,0.0004107019,0.00005762219,0.008378311,0.005230026,0.0002400656,0.0000161767,0.00002017173,0.001067402],"genre_scores_gemma":[0.9970546,0.00005724202,0.0004503088,0.0007640079,0.001199786,0.000003509572,0.0000059772,0.00001543681,0.0004491248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7821368,"threshold_uncertainty_score":0.5793803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970149624233115,"score_gpt":0.2437020372913854,"score_spread":0.2140005410490542,"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."}}