{"id":"W4389895157","doi":"10.54640/cah.2023.121","title":"Hallstatt period hoard from Somló Hill","year":2023,"lang":"en","type":"article","venue":"Communicationes Archaeologicae Hungariae","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hoard; Period (music); Archaeology; Bronze Age; Settlement (finance); Geography; Elite; Ancient history; Quarter (Canadian coin); History; Art; Politics","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":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005780408,0.000249722,0.0003834898,0.0001633366,0.001543612,0.00003554673,0.001061073,0.00008961125,0.001694746],"category_scores_gemma":[0.0003403914,0.000198908,0.0001556814,0.0001310403,0.003677915,0.0001487579,0.001942144,0.0003751921,0.001934738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185373,"about_ca_system_score_gemma":0.00003510031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004944882,"about_ca_topic_score_gemma":0.006203024,"domain_scores_codex":[0.9981364,0.0003367216,0.0004093438,0.00037728,0.0002400154,0.0005002269],"domain_scores_gemma":[0.9977872,0.0007546404,0.0001603427,0.0009993524,0.0001868343,0.0001116759],"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":[0.00006285755,0.0001105412,0.01732045,0.00001604338,0.0001935442,0.0000227711,0.305503,0.00001078461,0.0002284709,0.6482942,0.01606208,0.01217526],"study_design_scores_gemma":[0.0004719677,0.0001080417,0.04772156,0.00002756335,0.00004933609,0.000002872045,0.02251015,0.0004902842,0.000035714,0.08256166,0.845682,0.0003388393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7860545,0.006895146,0.0001935485,0.08737825,0.002053089,0.0008295814,0.0002446907,0.002163516,0.1141877],"genre_scores_gemma":[0.9787987,0.003220455,0.0007047843,0.0009339446,0.0004667369,0.000194249,0.0005736765,0.00002777586,0.01507961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8296199,"threshold_uncertainty_score":0.9997562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09088714468378696,"score_gpt":0.2740626546859596,"score_spread":0.1831755100021726,"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."}}