{"id":"W4402394364","doi":"10.30549/opathrom-17-03","title":"The Palamas Archaeological Project 2023","year":2024,"lang":"en","type":"article","venue":"Opuscula Annual of the Swedish Institutes at Athens and Rome","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Archaeology; Geography; Ancient history; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003620393,0.0001628591,0.0001962987,0.00005851152,0.001201264,0.00004106654,0.0003445603,0.00005876766,0.0002284683],"category_scores_gemma":[0.00006011004,0.00007425772,0.0002113955,0.00006009612,0.004758072,0.0001370477,0.0004423388,0.0002560651,0.00004801131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142327,"about_ca_system_score_gemma":0.00006754121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035574,"about_ca_topic_score_gemma":0.00105659,"domain_scores_codex":[0.9989235,0.0000740435,0.0002470161,0.0002479889,0.0002261228,0.0002813249],"domain_scores_gemma":[0.9993991,0.0001692851,0.00006227804,0.0002636205,0.00005527649,0.00005044974],"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":[0.00006318062,0.00005629978,0.0007572585,0.000171786,0.0001905717,0.00007306733,0.1755921,0.000007492867,0.00008333487,0.7764853,0.04315142,0.003368213],"study_design_scores_gemma":[0.0001266495,0.0001009575,0.002331195,0.00009589879,0.00005049877,0.00005016442,0.002158053,0.00009335468,0.00001057349,0.003355755,0.9915034,0.0001234672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457957,0.01399369,0.000008669558,0.004788909,0.006753303,0.0004110596,0.0002140096,0.00009382146,0.02794091],"genre_scores_gemma":[0.9450088,0.0006502496,0.00002338761,0.0001919524,0.0008204232,0.00002476562,0.00001089112,0.00001372047,0.05325586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.948352,"threshold_uncertainty_score":0.9979504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180627915600081,"score_gpt":0.2311216980728008,"score_spread":0.2093154189168,"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."}}