{"id":"W2157066544","doi":"","title":"MODELLING OF ENERGY REQUIREMENTS BY A NARROW TILLAGE TOOL","year":2006,"lang":"en","type":"article","venue":"","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bin; Tillage; Energy requirement; Water content; Environmental science; Energy (signal processing); Available energy; Soil science; Agricultural engineering; Mathematics; Computer science; Engineering; Geotechnical engineering; Statistics; Regression; Algorithm; Agronomy","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":[0.0002288796,0.0006377773,0.0005477919,0.0005904734,0.000323058,0.0008561373,0.001038161,0.001063758,0.00309787],"category_scores_gemma":[0.0008094284,0.0005211001,0.0008592407,0.0007192324,0.0003589552,0.0009007684,0.0005409113,0.0003912219,0.000381186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007055562,"about_ca_system_score_gemma":0.0006084951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975309,"about_ca_topic_score_gemma":0.006779447,"domain_scores_codex":[0.9998263,0.00002798667,0.00001374463,0.00003449183,0.00004629999,0.00005134917],"domain_scores_gemma":[0.9996604,0.0002229955,0.00005105911,0.00002013457,0.00002809624,0.00001735986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006448293,0.00003074612,0.00113538,0.00003537504,0.000007149556,0.00008995754,0.00002307253,0.9920466,0.004162025,0.0004627525,0.00003197386,0.001910517],"study_design_scores_gemma":[0.00001119312,0.00008333522,0.00163743,0.000004601911,0.000008879049,0.00003462029,0.00003166123,0.9961764,0.001340907,0.0004218186,0.0002405342,0.000008681766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012588,0.0001789497,0.0880549,0.00006354949,0.00001297311,0.0001044271,0.0005989172,0.0001220205,0.009605452],"genre_scores_gemma":[0.9915938,0.0001200572,0.004831485,0.00000614105,0.000001687438,0.00008425632,0.0001588754,0.00002505019,0.003178682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007975309,"threshold_uncertainty_score":0.01585776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191119613968862,"score_gpt":0.1861518214928501,"score_spread":0.1742406253531615,"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."}}