{"id":"W4386492227","doi":"10.54910/sabrao2023.55.4.3","title":"SELECTION OF STABLE WHEAT GENOTYPES UNDER DIFFERENT AGRO-ECOLOGICAL ZONES OF PUNJAB, PAKISTAN","year":2023,"lang":"en","type":"article","venue":"SABRAO Journal of Breeding and Genetics","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Agricultural Research Institute","keywords":"Ammi; Food security; Agriculture; Biotechnology; Crop; Biology; Grain yield; Agronomy; Crop yield; Gene–environment interaction; Genotype; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003613053,0.0001062092,0.0002742487,0.00004637225,0.00009860945,0.00003091527,0.0001262798,0.00009503184,0.0000694498],"category_scores_gemma":[0.00002586882,0.00004385568,0.00008504502,0.0002727427,0.00005875795,0.00003131925,0.00005645014,0.0001114263,8.158114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001045145,"about_ca_system_score_gemma":0.000008719186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000309963,"about_ca_topic_score_gemma":0.00008880247,"domain_scores_codex":[0.9989642,0.00003787776,0.0004380814,0.0001105407,0.0002523072,0.0001970138],"domain_scores_gemma":[0.9992214,0.0002120169,0.0002786971,0.00002247458,0.0001769217,0.00008841991],"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":[0.00004423218,0.00006396362,0.08919414,0.00003232668,0.00004416459,0.000002258761,0.0001184398,0.0004453159,0.8866947,0.0001424513,0.000331439,0.02288653],"study_design_scores_gemma":[0.0002435241,0.001867361,0.9452378,0.00008722188,0.00006026298,0.00006526387,0.001122292,0.0009106987,0.04719301,0.002261946,0.0008065121,0.0001440948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985191,0.0006994529,0.00002907887,0.0003655197,0.0001993036,0.00004901185,0.00002306119,0.000008413154,0.0001070446],"genre_scores_gemma":[0.9971908,0.002244151,0.0002463685,0.00001636573,0.0002066135,3.876975e-7,0.000005162679,0.000001303511,0.00008883137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560437,"threshold_uncertainty_score":0.1788383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431477233255058,"score_gpt":0.2386519262965623,"score_spread":0.2043371539640117,"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."}}