{"id":"W2969414119","doi":"10.1017/aap.2019.22","title":"A Long View of Archaeological Collections Care, Preservation, and Management","year":2019,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaeology; History; Perspective (graphical); Work (physics); Library science; Engineering; Art; Visual arts; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008159095,0.000156128,0.0002830641,0.0001802511,0.0001485706,0.00001128216,0.0002812674,0.0001113683,0.001388493],"category_scores_gemma":[0.001288894,0.0001120739,0.00004713687,0.0007988439,0.0008624068,0.0009959871,0.0002289831,0.0004601474,0.00006123159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001287567,"about_ca_system_score_gemma":0.00002314098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005644106,"about_ca_topic_score_gemma":0.002221933,"domain_scores_codex":[0.997723,0.0005831534,0.000369715,0.0004727357,0.000425997,0.0004254431],"domain_scores_gemma":[0.9971476,0.002243646,0.0001417252,0.0002170165,0.0001132479,0.0001368009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009752475,0.00004410609,0.6486019,0.0002931333,0.00002033144,0.00008785998,0.0005302755,0.003288235,0.000005814528,0.01174301,0.000007684913,0.3344023],"study_design_scores_gemma":[0.0008081047,0.001937197,0.7951726,0.00007959475,0.00001443344,0.00007659662,0.001158361,0.001254064,0.00003788368,0.1019023,0.09732309,0.0002358165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6614774,0.05711225,0.02564483,0.004213135,0.0004424799,0.004035024,0.00004313168,0.0001558909,0.2468758],"genre_scores_gemma":[0.9334503,0.03712803,0.02867343,0.0002947432,0.00002430608,0.00002855825,0.00002328852,0.00000276766,0.0003745066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341665,"threshold_uncertainty_score":0.9995244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837948499765389,"score_gpt":0.3005916710369304,"score_spread":0.2822121860392764,"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."}}