{"id":"W3091575294","doi":"10.29173/pathways9","title":"The Akkadian Cylinder Seal – Metonym for Life in Akkad","year":2020,"lang":"en","type":"article","venue":"Pathways","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sophistication; Cylinder; Seal (emblem); Aesthetics; History; Engineering; Art; Mechanical engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004940428,0.00006168059,0.0001119012,0.00001484276,0.005714719,0.000005333395,0.0002031049,0.00006460807,0.00002019675],"category_scores_gemma":[0.0009790241,0.00004285073,0.00005398726,0.0001321844,0.0003353427,0.0000515373,0.0002559081,0.0001102017,0.0000335168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001871775,"about_ca_system_score_gemma":0.0001604152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002549486,"about_ca_topic_score_gemma":0.01150552,"domain_scores_codex":[0.9991778,0.0001189196,0.0001220666,0.0001454727,0.0001148233,0.000320907],"domain_scores_gemma":[0.9992656,0.0004797588,0.00003232005,0.00006369939,0.00003355615,0.0001251113],"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":[0.00007179518,0.00002123036,0.03922005,0.00001083289,0.00004099358,0.00000617152,0.6483179,0.00002333157,0.0000314579,0.303378,0.00568755,0.003190654],"study_design_scores_gemma":[0.0003737005,0.00006717742,0.006939796,0.000004196448,0.000008723533,1.247799e-7,0.02197075,0.0002583538,0.00005719775,0.01621432,0.9539836,0.000122055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5528193,0.003141455,0.001615534,0.3843881,0.0009814778,0.001162276,0.00003650991,0.0001929492,0.05566245],"genre_scores_gemma":[0.9956946,0.0002571972,0.0001770183,0.003140286,0.0004220537,0.00006227332,0.000001420539,0.000005492008,0.0002396502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9482961,"threshold_uncertainty_score":0.9955797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09670926308737987,"score_gpt":0.3188651059542544,"score_spread":0.2221558428668746,"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."}}