{"id":"W2154171522","doi":"10.13031/aea.29.9208","title":"Characteristics of Soil Pockets Resulting from the AerWay Rolling Tines","year":2013,"lang":"en","type":"article","venue":"Applied Engineering in Agriculture","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Loam; Tine; Aeration; Penetration (warfare); Soil type; Soil water; Manure; Environmental science; Soil science; Geotechnical engineering; Geology; Agronomy; Mathematics; Engineering; Biology; Waste management","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001918203,0.0002613288,0.0002122679,0.0004051145,0.0001403514,0.0004170686,0.0001312941,0.0001696099,0.001021078],"category_scores_gemma":[0.0005744871,0.0001991799,0.0002288429,0.0003791519,0.0002129714,0.0002781004,0.0003120566,0.0002105614,0.0001603344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803961,"about_ca_system_score_gemma":0.0001750151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271899,"about_ca_topic_score_gemma":0.004731022,"domain_scores_codex":[0.9998283,0.00001300695,0.00001181733,0.00002868109,0.0000733387,0.00004480148],"domain_scores_gemma":[0.999119,0.0002520302,0.000303919,0.00006465392,0.0001584579,0.0001019237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008762602,0.00007076903,0.07500997,0.0001542969,0.00002409679,0.000947291,0.0003739607,0.001660347,0.901683,0.00007120841,0.0001088914,0.01901991],"study_design_scores_gemma":[0.00002416484,0.000620892,0.8469938,0.00002246228,0.00003134212,0.001351199,0.0006795392,0.003615482,0.1449264,0.0001009731,0.001602661,0.00003100395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985268,0.00008866203,0.0008453463,0.000003445736,0.000001347526,0.00002118944,0.0002083062,0.00002009829,0.0002847559],"genre_scores_gemma":[0.9975966,0.00009247911,0.001299312,0.000005262313,0.000001003766,0.00001299983,0.0003935989,0.00001107046,0.0005877985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271899,"threshold_uncertainty_score":0.004517317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006618955884528655,"score_gpt":0.153681014818371,"score_spread":0.1470620589338423,"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."}}