{"id":"W2525681369","doi":"10.21273/hortsci.39.5.991","title":"Reduced Tillage Alternatives for Machine-harvested Cucumbers","year":2004,"lang":"en","type":"article","venue":"HortScience","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tillage; Cucumis; Agronomy; Conventional tillage; Minimum tillage; Environmental science; Cultural practice; No-till farming; Mathematics; Biology; Horticulture; Soil water; Soil fertility; Poaceae; Soil science","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":[],"consensus_categories":[],"category_scores_codex":[0.000118419,0.00009709469,0.00008636658,0.00005213861,0.00006496309,0.00004803277,0.0002064999,0.0000321041,0.000004604846],"category_scores_gemma":[0.00003139857,0.00009475694,0.000041089,0.0001878345,0.00003478706,0.0001542204,0.00002061864,0.00005980407,0.000009010666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005904531,"about_ca_system_score_gemma":0.00002060074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002966486,"about_ca_topic_score_gemma":0.00004339451,"domain_scores_codex":[0.9993419,0.000003209394,0.0001127121,0.0001753727,0.0001288947,0.0002378966],"domain_scores_gemma":[0.9997112,0.00001651665,0.00001854709,0.0001512705,0.00002639404,0.00007607402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003687433,0.0001772731,0.0021275,0.0002762799,0.00009099424,0.00006576406,0.005095244,0.2943732,0.3706099,0.1831284,0.0003540586,0.1436645],"study_design_scores_gemma":[0.0004711018,0.00006647776,0.002203326,0.00002978722,0.000007538758,0.00001512354,0.0001052524,0.9687846,0.02204712,0.0050546,0.0009259665,0.0002891528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954832,0.00008978401,0.04249295,0.00006034233,0.0005912515,0.0001761711,0.00001776305,0.000218116,0.001521629],"genre_scores_gemma":[0.997426,0.00004211361,0.002332596,0.00004281873,0.00003881863,0.00002446755,0.000004767075,0.00001891387,0.00006948965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6744114,"threshold_uncertainty_score":0.3864076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131259922382728,"score_gpt":0.2361737279425901,"score_spread":0.2248611287187628,"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."}}