{"id":"W3120419256","doi":"10.37128/2520-6168-2020-3-12","title":"CULTIVATOR DEVELOPMENT FOR NEW SOIL PROCESSING TECHNOLOGIES","year":2020,"lang":"en","type":"article","venue":"ENGINEERING ENERGY TRANSPORT AIC","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tillage; Cover crop; Emerging technologies; Soil fertility; Strip-till; Agricultural engineering; Agricultural machinery; Humus; Environmental science; Agriculture; Engineering; Agroforestry; Agronomy; Agricultural economics; Business; Geography; No-till farming; Soil water; Economics; Biology; Soil science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002852185,0.0001752368,0.0001912186,0.000004796047,0.0001227454,0.00001386278,0.0001871172,0.0001151143,0.00001753476],"category_scores_gemma":[0.00001921464,0.00005857107,0.00007914278,0.0002415735,0.00001523501,0.00005019265,0.00001963921,0.0000708922,0.000002805228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000133638,"about_ca_system_score_gemma":0.00000883967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001881767,"about_ca_topic_score_gemma":0.00005609925,"domain_scores_codex":[0.9991992,0.00000201742,0.0001754229,0.0002639857,0.00009624988,0.000263139],"domain_scores_gemma":[0.9998093,0.00002839802,0.00003308662,0.00001807211,0.00002673297,0.00008442405],"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":[0.0000617059,0.00007414698,0.00423724,0.00008377957,0.00008551118,0.0000109571,0.0004577413,0.001372203,0.4401379,0.0007508026,0.003148173,0.5495799],"study_design_scores_gemma":[0.0001661857,0.00017663,0.04054139,0.00003707998,0.00001516533,0.000001312549,0.0002184953,0.0002468052,0.06773407,0.00004596601,0.8904188,0.0003980829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688573,0.003037984,0.01701339,0.008271906,0.0001230685,0.0002428044,0.0000165417,0.002244125,0.0001928106],"genre_scores_gemma":[0.9969605,0.00004771111,0.002126384,0.0002221145,0.0002878873,0.00005259356,0.00009062506,0.000001567575,0.0002106592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8872706,"threshold_uncertainty_score":0.2388459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706379399880028,"score_gpt":0.1669981336650294,"score_spread":0.1499343396662292,"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."}}