{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006895934,0.0003954532,0.0002606473,0.001191693,0.006129984,0.002847274,0.000357795,0.0009673325,0.006395989],"category_scores_gemma":[0.0007266835,0.0001708482,0.0001639821,0.001487593,0.005544604,0.002017295,0.001888951,0.001024137,0.001274283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250439,"about_ca_system_score_gemma":0.002081678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006601725,"about_ca_topic_score_gemma":0.01150502,"domain_scores_codex":[0.9994013,0.0002222506,0.00006255118,0.00008072722,0.0001094706,0.0001237133],"domain_scores_gemma":[0.9997397,0.00006044085,0.00005452591,0.00002248229,0.00008496266,0.00003779515],"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":[0.0002830792,0.00005763429,0.02263865,0.000786496,0.00001541473,0.002742783,0.4552097,0.0002138435,0.003742307,0.4048627,0.02265446,0.08679289],"study_design_scores_gemma":[0.00001079932,0.00007044503,0.02609966,0.0005093686,0.00001411919,0.003783821,0.1990696,0.0001357148,0.0005326644,0.008176039,0.7615401,0.0000576971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4788094,0.01821186,0.004503076,0.006441673,0.002913007,0.0001126373,0.00065985,0.0001254078,0.488223],"genre_scores_gemma":[0.9746416,0.00270101,0.002263419,0.0004925259,0.00009040647,0.00003945486,0.000155624,0.00003167041,0.01958437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006601725,"threshold_uncertainty_score":0.02139676,"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."}}