{"id":"W4386552761","doi":"10.51419/202134422.","title":"Evaluation of winter hardiness and drought resistance of alfalfa varieties in the conditions of Northern Kazakhstan","year":2023,"lang":"en","type":"article","venue":"АгроЭкоИнфо","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hardiness (plants); Selection (genetic algorithm); Resistance (ecology); Kazakh; Geography; Agronomy; Biology; Forage; Pasture; Cultivar","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":[0.0002141053,0.0001852424,0.0001908261,0.0005343307,0.0003988563,0.0003325767,0.0001234872,0.0001314517,0.0003453617],"category_scores_gemma":[0.0002184144,0.00007744507,0.0001972638,0.0005438863,0.0002229958,0.0001304802,0.0001652421,0.0001561746,0.00007049956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319783,"about_ca_system_score_gemma":0.0002173785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006641638,"about_ca_topic_score_gemma":0.01028116,"domain_scores_codex":[0.9998091,0.00004625457,0.00001935226,0.00006278976,0.00003214041,0.00003040313],"domain_scores_gemma":[0.9997858,0.00003597183,0.00007301987,0.00001926144,0.00004139728,0.00004448936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001663682,0.0002754138,0.3499731,0.00009396618,0.0001676408,0.0004788604,0.001764146,0.0007185112,0.6331568,0.0001791828,0.0001066508,0.01142208],"study_design_scores_gemma":[0.000005041732,0.0002966792,0.993984,0.000002100544,0.00001940237,0.0001029077,0.0004009342,0.0001694355,0.004754641,0.00001866075,0.0002412396,0.000004822338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997985,0.00002901878,0.00003785729,0.000001537468,7.604098e-7,0.000001624284,0.00004710271,0.000001463306,0.00008218416],"genre_scores_gemma":[0.9995714,0.00002559377,0.00008710087,0.000004440401,8.790909e-7,0.000003704469,0.0001800919,0.000001145061,0.0001257552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006641638,"threshold_uncertainty_score":0.01320595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932373588049133,"score_gpt":0.255174214902775,"score_spread":0.2158504790222837,"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."}}