{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000916016,0.0003729805,0.0003341441,0.0006003973,0.0009279285,0.0006628411,0.0003652655,0.0002301272,0.0005583913],"category_scores_gemma":[0.0005533132,0.000213302,0.0003837122,0.0009754996,0.0005102093,0.0003276633,0.0004086514,0.0005083719,0.0001256317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006241531,"about_ca_system_score_gemma":0.0008606641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998583,"about_ca_topic_score_gemma":0.01600599,"domain_scores_codex":[0.9994307,0.0001275527,0.00005883378,0.0002160593,0.00009404902,0.00007284462],"domain_scores_gemma":[0.9994975,0.0001472275,0.0001350843,0.00005683527,0.00008512105,0.00007825462],"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":[0.002388618,0.001588917,0.3993515,0.0003053471,0.0003302312,0.002396925,0.003269623,0.003430991,0.5134222,0.0007390173,0.0006003566,0.07217623],"study_design_scores_gemma":[0.00004917255,0.001900935,0.9849065,0.00001888153,0.00006042631,0.0004944296,0.001348169,0.0008802363,0.008795327,0.0001082015,0.00140457,0.00003311183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990618,0.00003781522,0.0003669698,0.00001555217,0.00000431645,0.00002424217,0.0001881114,0.000005962316,0.0002952349],"genre_scores_gemma":[0.9959297,0.0001133401,0.002436394,0.00005162435,0.000003104206,0.00008303118,0.0008004541,0.000009516988,0.0005728272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004998583,"threshold_uncertainty_score":0.009939015,"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."}}