{"id":"W4392344424","doi":"10.18280/ijdne.190110","title":"Impact of New Varieties on the Yield and Quality of Wheat, Oats, and Sudangrass in North-Eastern Kazakhstan","year":2024,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Agronomy; Quality (philosophy); Geography; Biology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002731622,0.0001856862,0.0001648347,0.0003361051,0.0004697633,0.0005326899,0.0001493147,0.00007344846,0.0005971569],"category_scores_gemma":[0.0003400252,0.00006893791,0.0001768601,0.0005791694,0.0003390762,0.0001700701,0.0003287626,0.0001475129,0.00005687547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008429259,"about_ca_system_score_gemma":0.0004244164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009878484,"about_ca_topic_score_gemma":0.02736354,"domain_scores_codex":[0.9997254,0.00009051959,0.00002120543,0.00007073094,0.0000414037,0.00005078841],"domain_scores_gemma":[0.9997573,0.00005874288,0.00006760651,0.00002623201,0.00003140719,0.00005862222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00139318,0.0003557794,0.7818099,0.0001218039,0.0002119185,0.001647267,0.002413867,0.001038033,0.1714331,0.0007551067,0.0003001969,0.03851981],"study_design_scores_gemma":[0.000006281412,0.0001883633,0.9973001,0.000002638949,0.00001729999,0.0000993768,0.0006161749,0.0001299167,0.001107348,0.00003212146,0.0004978013,0.000002600028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999782,0.0000274778,0.00001634862,0.000004809453,7.914455e-7,0.000001049675,0.00002810354,0.000001687012,0.0001376969],"genre_scores_gemma":[0.9996198,0.00004208891,0.00007435283,0.000007934848,0.000001050585,0.000002046009,0.0001169611,0.000001331216,0.0001344683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009878484,"threshold_uncertainty_score":0.019642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443559657160632,"score_gpt":0.2740870851419245,"score_spread":0.2396514885703182,"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."}}