{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074213,0.0002643059,0.0002424678,0.0007679932,0.0006295656,0.001229857,0.0006032121,0.0004521516,0.006960565],"category_scores_gemma":[0.0006319754,0.0001768122,0.0005304645,0.0007805452,0.0002693071,0.001228428,0.0008594315,0.000555842,0.003143709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008577425,"about_ca_system_score_gemma":0.00160369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014892,"about_ca_topic_score_gemma":0.001402574,"domain_scores_codex":[0.9995496,0.00007898374,0.0000332439,0.0001097729,0.0001642996,0.00006413426],"domain_scores_gemma":[0.9994757,0.00007657619,0.00007761033,0.00007866909,0.000197617,0.00009390743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002890044,0.0005115254,0.02055797,0.00120887,0.00004131323,0.0009252402,0.002648001,0.002644694,0.2121581,0.03747404,0.009892956,0.7116483],"study_design_scores_gemma":[0.00004781637,0.001134249,0.0204693,0.000361071,0.0000731164,0.001134403,0.001728495,0.003253711,0.08298901,0.005131705,0.8836361,0.00004112079],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5598721,0.02134199,0.1689748,0.005701307,0.001133451,0.0009283947,0.001114306,0.001844783,0.2390887],"genre_scores_gemma":[0.5525405,0.02611106,0.1910535,0.001152292,0.0005576112,0.0005695525,0.001567562,0.0003072667,0.2261406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006960565,"threshold_uncertainty_score":0.02328545,"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."}}