{"id":"W2154088513","doi":"10.1111/ppl.12115","title":"An assessment of the biotechnological use of hemoglobin modulation in cereals","year":2013,"lang":"en","type":"article","venue":"Physiologia Plantarum","topic":"Plant responses to water stress","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hordeum vulgare; Arabidopsis; Biology; Arabidopsis thaliana; Ectopic expression; Abiotic component; Crop; Hordeum; Abiotic stress; Agronomy; Botany; Gene; Mutant; Poaceae; Biochemistry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006129491,0.0004784722,0.0003241403,0.000375682,0.0002002921,0.0005087099,0.0002942965,0.000369994,0.0008526263],"category_scores_gemma":[0.0004283832,0.0001320902,0.0002755057,0.0003541271,0.0001863526,0.0002929528,0.0002852325,0.0002912717,0.0002092714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854577,"about_ca_system_score_gemma":0.0003299718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470353,"about_ca_topic_score_gemma":0.001468357,"domain_scores_codex":[0.99972,0.00008439062,0.00003401116,0.00005973996,0.0000569293,0.00004491409],"domain_scores_gemma":[0.9996154,0.0000866444,0.00008498103,0.000060374,0.00008125365,0.00007130084],"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":[0.00008485962,0.00001514018,0.0004229022,0.00004241802,0.000004909582,0.00001040023,0.000008506557,0.00002749642,0.9978753,0.00001878155,0.000008583213,0.001480693],"study_design_scores_gemma":[0.00002095951,0.002295846,0.04002617,0.0000223892,0.00009470432,0.0001674965,0.0001203193,0.0005288867,0.9521746,0.00006964882,0.004466358,0.00001261897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939814,0.002344161,0.002030719,0.0001012527,0.00002628137,0.00003631973,0.0004169695,0.00003821162,0.001024587],"genre_scores_gemma":[0.9919662,0.001554649,0.004381769,0.00008929759,0.00001066127,0.00003329474,0.0008379837,0.00003087161,0.001095256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470353,"threshold_uncertainty_score":0.004973352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617425290062858,"score_gpt":0.2540511539034472,"score_spread":0.2278769010028186,"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."}}