{"id":"W4317619110","doi":"10.1002/moda.1","title":"Why cutting respiratory CO<sub>2</sub> loss from crops is possible, practicable, and prudential","year":2023,"lang":"en","type":"article","venue":"Modern Agriculture","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Basic Energy Sciences; Office of Science; National Institute of Food and Agriculture; U.S. Department of Agriculture; U.S. Department of Energy","keywords":"Respiration; Photosynthesis; Crop productivity; Productivity; Crop; Environmental science; Carbon fibers; Agronomy; Atmosphere (unit); Carbon cycle; Biology; Botany; Ecology; Computer science; Ecosystem; Economics; Meteorology; Physics","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":[0.001584591,0.0004285431,0.0004511212,0.0002367136,0.0008792083,0.003325431,0.0009119388,0.003487729,0.004388028],"category_scores_gemma":[0.003493426,0.0002001264,0.0003065816,0.0002304091,0.004698062,0.003670474,0.0008225604,0.002903887,0.001643208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155994,"about_ca_system_score_gemma":0.00178789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500205,"about_ca_topic_score_gemma":0.002097845,"domain_scores_codex":[0.9992672,0.0001338357,0.00002702784,0.000223903,0.0001973003,0.0001507807],"domain_scores_gemma":[0.9977273,0.0005742033,0.0005748197,0.0002224275,0.0005586831,0.0003426005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001819935,0.0005452731,0.02670588,0.004360218,0.0003604621,0.002094511,0.001949863,0.003198005,0.4085551,0.1703923,0.09508773,0.2849307],"study_design_scores_gemma":[0.0001268731,0.0006986063,0.03958993,0.00138429,0.0003052912,0.002335232,0.01255903,0.003622704,0.1361142,0.3569383,0.4460544,0.0002710829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2916886,0.09693664,0.04142868,0.4947321,0.008548113,0.0001421932,0.0006336705,0.00104526,0.06484483],"genre_scores_gemma":[0.9194767,0.02115936,0.01173089,0.03272823,0.00106352,0.0000644376,0.000126659,0.0001902268,0.01345986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004388028,"threshold_uncertainty_score":0.01467943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174679899514201,"score_gpt":0.2302756235361371,"score_spread":0.212807633584717,"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."}}