{"id":"W4394027588","doi":"10.5281/zenodo.7240649","title":"The Rise and Demise of Iran's Urmia Lake during the Holocene and the Anthropocene: \"What's past is prologue\"","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Prologue; Demise; Anthropocene; Holocene; History; Geology; Physical geography; Archaeology; Geography; Paleontology; Political science; Law","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":[0.00129839,0.001431072,0.00140459,0.004569121,0.0009790456,0.001825082,0.002346477,0.001989114,0.07097346],"category_scores_gemma":[0.005460116,0.0005758931,0.001245331,0.009858245,0.0004145318,0.001385861,0.002182938,0.001608941,0.031047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934733,"about_ca_system_score_gemma":0.003833112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07655245,"about_ca_topic_score_gemma":0.1353376,"domain_scores_codex":[0.9992564,0.0001091752,0.0001185385,0.0001597824,0.0001568588,0.0001992321],"domain_scores_gemma":[0.9978332,0.0006741442,0.0003678901,0.0002951751,0.0006028076,0.0002267693],"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":[0.00005766216,0.00001745311,0.00243209,0.001605483,0.00005818117,0.00003212739,0.00008887608,0.0003608243,0.00008773792,0.0007981837,0.9923038,0.002157615],"study_design_scores_gemma":[0.0003077344,0.00001280061,0.03167927,0.001100984,0.0001018579,0.00005475659,0.000419347,0.0003488724,0.0002423418,0.001510881,0.9641607,0.00006055872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000118588,0.00004302313,0.00001342066,0.00007062864,0.00001576362,0.000003951159,0.9993557,0.00002787226,0.0003509999],"genre_scores_gemma":[0.001004855,0.0001188641,0.0002847485,0.00006702346,0.00001272082,0.0001189254,0.9977843,0.00004503786,0.0005636171],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07655245,"threshold_uncertainty_score":0.2374299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072166992163696,"score_gpt":0.2529357433152871,"score_spread":0.2322140733936501,"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."}}