{"id":"W2128513714","doi":"10.1093/aob/mcn115","title":"Simulating the Influence of Vernalization, Photoperiod and Optimum Temperature on Wheat Developmental Rates","year":2008,"lang":"en","type":"article","venue":"Annals of Botany","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Vernalization; Anthesis; photoperiodism; Biology; Sowing; Cultivar; Agronomy; Crop; Limiting; Horticulture; Botany","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":[0.0003583813,0.0003105513,0.0001697115,0.0001307154,0.0001468737,0.0004213015,0.0003331088,0.0003039348,0.0005730644],"category_scores_gemma":[0.001022279,0.000177314,0.0003416712,0.0001580121,0.0001237339,0.0002222921,0.0001724523,0.0002962733,0.00007307804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243837,"about_ca_system_score_gemma":0.0004024678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052012,"about_ca_topic_score_gemma":0.01272483,"domain_scores_codex":[0.9999001,0.00003210204,0.00000915602,0.00002975351,0.00001367616,0.00001514174],"domain_scores_gemma":[0.9992335,0.000542494,0.00007526965,0.00005442325,0.0000632972,0.0000311238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003725264,0.0001162,0.03902097,0.0001200957,0.00007165458,0.00004604733,0.00007984092,0.925133,0.02744367,0.0001609855,0.0001565629,0.007278417],"study_design_scores_gemma":[0.000118987,0.0007250987,0.05210573,0.00001863738,0.0001346536,0.00005015276,0.00006309553,0.9174649,0.02803919,0.0002511695,0.0009948647,0.00003353123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936469,0.00006222757,0.005115828,0.00001576954,0.00000667853,0.00002345072,0.0003062364,0.00006503978,0.0007578463],"genre_scores_gemma":[0.9962999,0.00003658693,0.003299743,0.000006992274,0.000001060509,0.00002229355,0.0001886353,0.00001204166,0.0001327482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052012,"threshold_uncertainty_score":0.02091777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949236327427543,"score_gpt":0.2787669235937559,"score_spread":0.2192745603194804,"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."}}