{"id":"W4224452029","doi":"10.2478/bgs-2022-0003","title":"<i>Why so Serious?</i> An Extraordinary Cone Shell Group from Mycenae and the Problem of Identifying Mycenaean Board Gaming Material","year":2022,"lang":"en","type":"article","venue":"Board Game Studies Journal","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Assemblage (archaeology); Artifact (error); Excavation; Archaeology; Interpretation (philosophy); Geology; Quarter (Canadian coin); History; Computer science; Artificial intelligence","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":[],"category_scores_codex":[0.0009381972,0.0002680916,0.0005794946,0.0001238289,0.002528623,0.000324673,0.0003719649,0.00002809537,0.001730435],"category_scores_gemma":[0.00001833446,0.0002011371,0.0001804024,0.0000500495,0.0016602,0.0004242163,0.0005326625,0.0005078053,0.00001167424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594168,"about_ca_system_score_gemma":0.00005006694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004559858,"about_ca_topic_score_gemma":0.0005451152,"domain_scores_codex":[0.9975948,0.0004511358,0.0006440792,0.0003191312,0.000590422,0.0004003844],"domain_scores_gemma":[0.9988353,0.0001196044,0.0005459942,0.0002351791,0.0001597291,0.0001042353],"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":[0.004119815,0.0006108243,0.001892877,0.0003797471,0.002095839,0.0004484264,0.8102487,0.0001401021,0.01192738,0.023727,0.1308354,0.01357384],"study_design_scores_gemma":[0.004642929,0.0007865099,0.001418803,0.0001909698,0.0004049995,0.0001958243,0.1804896,0.00008391585,0.00007934808,0.008840542,0.8022841,0.0005824452],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713178,0.01934631,0.00009705887,0.0009738696,0.003337805,0.0004817773,0.0002006261,0.00008223455,0.004162461],"genre_scores_gemma":[0.993631,0.000812909,0.0007779515,0.001203469,0.002118488,0.00004882219,0.00001420161,0.0000612891,0.001331894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6714487,"threshold_uncertainty_score":0.9991821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207778568006738,"score_gpt":0.2414571645823085,"score_spread":0.2093793789022411,"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."}}