{"id":"W4286689256","doi":"10.1111/apaa.12159","title":"6 The Ecological Life of Industrial Waste","year":2022,"lang":"en","type":"article","venue":"Archeological Papers of the American Anthropological Association","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Industrial ecology; Industrial Revolution; Environmental history; Industrial waste; Archaeology; History; Ecology; Sustainability; Engineering; Waste management","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001907333,0.0001346027,0.0004755623,0.00002090142,0.003448108,0.000006623666,0.001005398,0.0001057417,0.0006236557],"category_scores_gemma":[0.01092972,0.00006360648,0.0003484708,0.0007944793,0.01071549,0.00002924233,0.0009627125,0.0006563325,0.000004360717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303522,"about_ca_system_score_gemma":0.0001226592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593933,"about_ca_topic_score_gemma":0.0004426883,"domain_scores_codex":[0.9946285,0.003236097,0.0004788949,0.000257147,0.0008926241,0.0005066684],"domain_scores_gemma":[0.9950227,0.003517074,0.001051669,0.0001852906,0.000119141,0.000104171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006922066,0.00106629,0.6612335,0.000003188753,0.0003865994,0.000005733678,0.006956412,0.0002362034,0.001771668,0.2791023,0.02767299,0.02087291],"study_design_scores_gemma":[0.001095022,0.003646166,0.4164427,0.000007061935,0.0001618614,0.000002413239,0.1121517,0.00002482743,0.0002558639,0.04216613,0.4235154,0.0005308416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885938,0.0002350102,0.000002465848,0.09628068,0.0006203896,0.0003019058,0.00001842859,0.00004512451,0.0139022],"genre_scores_gemma":[0.9962086,0.000619813,0.00004666381,0.001059562,0.0001618377,0.00005593985,0.000001889068,0.000003667985,0.001842029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958424,"threshold_uncertainty_score":0.9978493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491914359266182,"score_gpt":0.2937844118093908,"score_spread":0.2588652682167289,"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."}}