{"id":"W4361806001","doi":"10.5281/zenodo.7787755","title":"The evolution of agro-urbanism: A case study from Angkor, Cambodia","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Horizon 2020 Framework Programme; European Commission; Dumbarton Oaks Research Library and Collection; University of Oregon; National Geographic Society; National Science Foundation","keywords":"Urbanism; Geography; Archaeology; Ancient history; History; Architecture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007190037,0.00006089358,0.00008264142,0.00005224559,0.00607526,0.000141849,0.0004052289,0.00002795774,0.001709482],"category_scores_gemma":[0.0004149003,0.00005019139,0.00003287535,0.000602742,0.0003356017,0.00009085959,0.000543989,0.00009654113,0.003356108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905626,"about_ca_system_score_gemma":0.000003033825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008058961,"about_ca_topic_score_gemma":0.0002093089,"domain_scores_codex":[0.9986445,0.0004168712,0.0001474195,0.0001854058,0.0003765557,0.000229262],"domain_scores_gemma":[0.9995124,0.00006831429,0.00005815443,0.0001839572,0.00009194675,0.00008527539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001128195,0.0008904441,0.001623172,0.00002385872,0.0002437057,0.0006521841,0.2160827,0.00005651214,0.004065193,0.01264761,0.5715857,0.1920161],"study_design_scores_gemma":[0.0001937966,0.0001349202,0.005003643,0.000003678313,0.00001318743,0.000009450244,0.0840438,0.00003184977,0.00001093522,0.00038072,0.9100997,0.00007435461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989604,0.0002432503,0.0001694122,0.0008338661,0.0002020108,0.0005046609,0.00009320806,0.000497148,0.098496],"genre_scores_gemma":[0.9969872,0.0001261374,0.000009816984,0.000009666815,0.0001044281,6.624087e-8,0.00004020214,0.0001582807,0.002564257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.338514,"threshold_uncertainty_score":0.9992031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496500629018811,"score_gpt":0.2652762006857484,"score_spread":0.2203111943955602,"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."}}