{"id":"W3114906334","doi":"10.31590/ejosat.799717","title":"Uzaktan Algılama ile Belirlenen Sulak Alanlardaki Zamansal Değişime Kuraklığın Etkisinin İncelenmesi: Umurbey Deltası (Çanakkale) Örneği","year":2020,"lang":"tr","type":"article","venue":"European Journal of Science and Technology","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Evapotranspiration; Wetland; Wet season; Environmental science; Water balance; Dry season; Precipitation; Water resources; Hydrology (agriculture); Geography; Climatology; Physical geography; Meteorology; Ecology; Cartography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003189194,0.0004811215,0.0006198385,0.0006386578,0.0007834836,0.0003392852,0.002801882,0.0001279273,0.000596529],"category_scores_gemma":[0.000320894,0.0004164951,0.000138774,0.002692211,0.004921542,0.001181841,0.001862683,0.0009935279,0.0006586424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994845,"about_ca_system_score_gemma":0.0001925862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002796842,"about_ca_topic_score_gemma":0.00001581409,"domain_scores_codex":[0.9951664,0.000201762,0.001087067,0.0009640448,0.001506114,0.001074659],"domain_scores_gemma":[0.9977222,0.00004293973,0.0008630436,0.0004650832,0.0002161531,0.0006905458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004131114,0.001077762,0.06509846,0.0002391847,0.0005070316,0.007439355,0.006733813,0.0006199825,0.3223925,0.009205922,0.07731546,0.5089574],"study_design_scores_gemma":[0.007011043,0.01215752,0.1970058,0.0005258904,0.0008431271,0.001361233,0.01381567,0.006208285,0.02733328,0.001802435,0.729296,0.0026397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374787,0.0031135,0.001593372,0.04192561,0.0007441182,0.0004228956,0.00002432554,0.0001315905,0.01456587],"genre_scores_gemma":[0.9891985,0.003480897,0.005146581,0.00146171,0.0002734229,0.000001689369,0.000001738587,0.00004902391,0.0003864186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6519806,"threshold_uncertainty_score":0.9998287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143929041078928,"score_gpt":0.2179198004504736,"score_spread":0.2064805100396843,"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."}}