{"id":"W4390462919","doi":"10.29173/pathways50","title":"Art and Archaeology","year":2023,"lang":"en","type":"article","venue":"Pathways","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Saskatchewan","funders":"","keywords":"Foundation (evidence); Archaeology; Visual arts; Observational study; History; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004709059,0.00004632366,0.00005972489,0.0000229103,0.00009805143,0.00002693612,0.00003626759,0.00001420446,0.001813666],"category_scores_gemma":[0.0000058529,0.00003368096,0.000017738,0.00001489153,0.0001171547,0.00004652297,0.00004008415,0.00003865134,0.001503853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000202875,"about_ca_system_score_gemma":0.000002918332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002464086,"about_ca_topic_score_gemma":0.0003535589,"domain_scores_codex":[0.9996887,0.000008237775,0.00005496381,0.00008534073,0.0000404394,0.0001222553],"domain_scores_gemma":[0.9998732,0.0000165387,0.00001053715,0.00005727089,0.00001199187,0.00003042816],"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":[0.0000021824,0.000004792227,0.0001173881,0.00001307963,0.000004894453,0.00001598765,0.03378683,1.746138e-7,0.0003899106,0.9350681,0.02487384,0.005722784],"study_design_scores_gemma":[0.00007135648,0.00003215771,0.0009825589,0.000004530815,0.000002009782,0.000002619865,0.002466792,0.00005486953,0.00003910858,0.01050687,0.9857756,0.00006151499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7105296,0.00008210239,0.000001693843,0.000682402,0.0002977469,0.00005159585,0.00002146418,0.000201559,0.2881318],"genre_scores_gemma":[0.9667127,0.00004806796,0.00001324072,0.0002652102,0.0002624,0.00001037556,0.00001813446,0.000006097667,0.03266381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609018,"threshold_uncertainty_score":0.9992736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06284363969355297,"score_gpt":0.219931579375433,"score_spread":0.15708793968188,"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."}}