{"id":"W4412923117","doi":"10.15184/aqy.2025.10158","title":"Ruination and deindustrialisation in the highlands of northern Chile","year":2025,"lang":"en","type":"article","venue":"Antiquity","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Archaeology; Geology; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004526424,0.0001460389,0.0002102905,0.001112317,0.001824838,0.001581996,0.0003922657,0.0002409243,0.002972886],"category_scores_gemma":[0.001314452,0.0001351656,0.00009298034,0.002065841,0.002770183,0.001025552,0.001894124,0.0005419863,0.0001256899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607515,"about_ca_system_score_gemma":0.0016604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06504255,"about_ca_topic_score_gemma":0.1803276,"domain_scores_codex":[0.9996064,0.0001199944,0.00001105577,0.00004241044,0.00003007419,0.0001900416],"domain_scores_gemma":[0.9994569,0.0001634896,0.0002006483,0.00002991541,0.00004218479,0.0001067911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004679749,0.000249492,0.4334679,0.0006492184,0.00007878084,0.004878262,0.4392365,0.0006735713,0.00495376,0.02108652,0.002425838,0.09183214],"study_design_scores_gemma":[0.0000138386,0.00005275285,0.8367274,0.0001542552,0.000008198172,0.0003453971,0.1456033,0.0001050083,0.0002063682,0.001169811,0.01559814,0.00001555126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991574,0.0007352602,0.00003259872,0.0003550011,0.000002685744,0.000005873359,0.00003751864,0.0000024588,0.007254544],"genre_scores_gemma":[0.9980704,0.0005364,0.00002822412,0.0000257283,0.000004822421,0.000006487272,0.00002424892,0.000001631266,0.001301983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06504255,"threshold_uncertainty_score":0.129328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974179111448021,"score_gpt":0.3167593502436151,"score_spread":0.2870175591291348,"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."}}