{"id":"W4360598346","doi":"10.15659/uzalcbs2022.12793","title":"SÜRDÜRÜLEBİLİR TARIM EKSENİNDE UZAKTAN ALGILAMA TABANLI TARIM TAKİP MODELİ YAKLAŞIMI","year":2022,"lang":"tr","type":"article","venue":"","topic":"Historical Turkish Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Tarim river; Geology; Geomorphology","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":[0.003834326,0.001223629,0.001116643,0.001386801,0.001018791,0.005839883,0.001719935,0.00104427,0.02597385],"category_scores_gemma":[0.008103448,0.0003972157,0.0019719,0.001509583,0.0008332382,0.003149301,0.00109977,0.001655867,0.002827586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823228,"about_ca_system_score_gemma":0.003179168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378343,"about_ca_topic_score_gemma":0.02654964,"domain_scores_codex":[0.9983407,0.0008115968,0.0001065497,0.00027611,0.0002875639,0.0001774885],"domain_scores_gemma":[0.9966714,0.002028619,0.0002762758,0.0002936728,0.000638238,0.00009188177],"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":[0.002336848,0.001104674,0.07521196,0.002785076,0.001883611,0.0004929191,0.004377326,0.2174011,0.004640871,0.08591423,0.02864212,0.5752093],"study_design_scores_gemma":[0.0002752575,0.001470908,0.04928883,0.001459265,0.001864703,0.0004503818,0.01048181,0.7482303,0.007426454,0.0845578,0.09420062,0.0002936221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5030845,0.01173182,0.3376515,0.007659195,0.001096054,0.001076277,0.006030796,0.002669983,0.129],"genre_scores_gemma":[0.9061043,0.002807424,0.06526579,0.0003118539,0.00009644599,0.0004292255,0.00226896,0.000234532,0.02248147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597385,"threshold_uncertainty_score":0.08689123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209219753828224,"score_gpt":0.2947413771533994,"score_spread":0.2526491796151171,"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."}}