{"id":"W3168026942","doi":"10.3390/rs13112094","title":"Deciphering a Timeline of Demise at Medieval Angkor, Cambodia Using Remote Sensing","year":2021,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Graduate Education; Flinders University; Social Sciences and Humanities Research Council of Canada; School of Human Evolution and Social Change, Arizona State University; Arizona State University","keywords":"Demise; Unrest; Monsoon; Geography; Ancient history; History; Archaeology; Geology; Politics; Political science; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007129116,0.0001791258,0.0003181455,0.00008906608,0.0003345668,0.00002968372,0.00008424083,0.0001451842,0.0005278258],"category_scores_gemma":[0.001286184,0.000161187,0.0001220595,0.0004525957,0.0001875251,0.00011084,0.00009991095,0.0003191586,0.00005334183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108808,"about_ca_system_score_gemma":0.0001530346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004468678,"about_ca_topic_score_gemma":0.005104782,"domain_scores_codex":[0.9978222,0.000333088,0.0003637911,0.0003969039,0.0005139363,0.0005701054],"domain_scores_gemma":[0.9986727,0.0004126969,0.0001343502,0.0002741198,0.0002317399,0.0002743889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001355013,0.000001106799,0.0003260199,0.0000418754,0.00002344832,0.0004437047,0.0001827975,0.003948438,0.09175606,3.570237e-7,0.00001190951,0.9031288],"study_design_scores_gemma":[0.0002626716,0.00006395251,0.001678413,0.0001874953,0.00002207176,0.0006965266,0.0001006219,0.9558644,0.03817865,0.00190239,0.0008468274,0.0001959465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8452162,0.001170239,0.1507276,0.0002073197,0.0001997393,0.0001262662,0.000008490648,0.00005114751,0.002293027],"genre_scores_gemma":[0.6902552,0.0002185272,0.3088918,0.0001299187,0.000240249,2.916911e-10,0.00003548084,0.000009363132,0.0002194803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.951916,"threshold_uncertainty_score":0.6755335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814366167609813,"score_gpt":0.2822809335773256,"score_spread":0.2341372719012275,"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."}}