{"id":"W2594617000","doi":"10.5406/polishreview.62.1.0003","title":"New Light on Old Treasures","year":2017,"lang":"en","type":"article","venue":"The Polish Review","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Repatriation; Character (mathematics); History; Art; Ancient history; Art history; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005871485,0.00007168281,0.0001267709,0.00001166165,0.0005369505,0.0000643864,0.0005811074,0.0000247819,0.005286213],"category_scores_gemma":[0.0008835581,0.00003262506,0.00006726077,0.0000406943,0.00007784782,0.00009681592,0.0000251609,0.0001740662,0.001912691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001794765,"about_ca_system_score_gemma":0.00003091202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007951335,"about_ca_topic_score_gemma":0.002038305,"domain_scores_codex":[0.9992058,0.0001366811,0.00009056355,0.0001198665,0.0002237688,0.0002232691],"domain_scores_gemma":[0.9991943,0.0001012732,0.00006547514,0.0004667632,0.00001460016,0.0001575588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000149971,0.000001194731,0.002720427,0.0000591704,0.000005118522,0.000003150363,0.00001642944,0.000001143002,0.000001284102,0.0006226554,0.03517747,0.961377],"study_design_scores_gemma":[0.00006818151,0.0001589416,0.2903437,0.0004680427,0.00001034928,0.000007517139,0.000001642198,0.00001098562,0.00004296227,0.01647986,0.6923364,0.00007146511],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004807719,0.2145714,0.0001364369,0.1950503,0.0004664283,0.001312992,0.00003772825,0.00009528339,0.5835217],"genre_scores_gemma":[0.6493795,0.316689,0.0003313801,0.0112459,0.001259138,0.0000081072,0.00001770602,0.000005537099,0.02106371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9613055,"threshold_uncertainty_score":0.9988644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07151749906096258,"score_gpt":0.3219827488078429,"score_spread":0.2504652497468803,"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."}}