{"id":"W4404191669","doi":"10.1017/s0956536124000166","title":"Airborne lidar at Guiengola, Oaxaca: Mapping a Late Postclassic Zapotec city","year":2024,"lang":"en","type":"article","venue":"Ancient Mesoamerica","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"College of Arts and Sciences, Indiana University Bloomington; Wenner-Gren Foundation","keywords":"Geography; Archaeology; Lidar; Remote sensing","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":[0.0001364127,0.0001454825,0.0001193358,0.0009797454,0.0008758027,0.0008242037,0.000320269,0.0003157116,0.001243317],"category_scores_gemma":[0.0002997409,0.00009611855,0.00007723414,0.001563495,0.0003233496,0.0003023184,0.0006400729,0.0002181674,0.0001267969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802292,"about_ca_system_score_gemma":0.0006441274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1818393,"about_ca_topic_score_gemma":0.3971069,"domain_scores_codex":[0.9999213,0.000008185371,0.000002045334,0.00001765632,0.00001623479,0.00003461096],"domain_scores_gemma":[0.9999052,0.00001612096,0.00001388121,0.000008998167,0.0000452409,0.00001052747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004267254,0.0002333764,0.8087813,0.0003222211,0.00005297306,0.003750014,0.02542766,0.001321757,0.0330609,0.00195399,0.003054071,0.121615],"study_design_scores_gemma":[0.00001086195,0.00003179235,0.9729342,0.00006538439,0.00001504816,0.0002103713,0.01736579,0.0007282885,0.0006864755,0.00007652671,0.007864752,0.00001044311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953531,0.0001444893,0.0002331339,0.00006301815,0.000003600283,0.0000249022,0.0004216895,0.00001662428,0.003739477],"genre_scores_gemma":[0.9977083,0.0001342627,0.000920693,0.00001579829,0.000003058564,0.00002963237,0.0003373073,0.000003818603,0.0008470835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1818393,"threshold_uncertainty_score":0.3615617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265829483232838,"score_gpt":0.2514033748132086,"score_spread":0.2187450799808802,"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."}}