{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002199271,0.0009755556,0.001416339,0.0004856659,0.008227958,0.0003263565,0.002320755,0.0004226756,0.02438065],"category_scores_gemma":[0.000786437,0.001025521,0.0007191426,0.003954119,0.001330073,0.0006375447,0.002383791,0.001871033,0.001376179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799363,"about_ca_system_score_gemma":0.0009943093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03576898,"about_ca_topic_score_gemma":0.006471555,"domain_scores_codex":[0.9895471,0.000988947,0.001557307,0.001933635,0.003570695,0.002402331],"domain_scores_gemma":[0.9965175,0.0005988345,0.0006381689,0.0009917327,0.0005247644,0.000728973],"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":[0.0001249796,0.0009836417,0.001412803,0.00005514329,0.0004066853,0.0001760115,0.04774721,0.001206193,0.0002515354,0.1460798,0.7990233,0.002532778],"study_design_scores_gemma":[0.0009136258,0.0004716163,0.0005617822,0.00001975522,0.0002420712,0.00001292151,0.03437939,0.003071072,0.00004055864,0.00683779,0.9520188,0.001430635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04043768,0.00516848,0.0009913945,0.03031825,0.00961059,0.001989785,0.0005181012,0.001118548,0.9098472],"genre_scores_gemma":[0.8036472,0.0007226282,0.00185743,0.003157224,0.00149197,0.0003004746,0.00005468818,0.0001316371,0.1886368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7632095,"threshold_uncertainty_score":0.9994014,"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."}}