{"id":"W2727222922","doi":"10.1071/cp17012","title":"Heat stress in grain legumes during reproductive and grain-filling phases","year":2017,"lang":"en","type":"article","venue":"Crop and Pasture Science","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; King Saud University","keywords":"Agronomy; Photosynthesis; Grain quality; Microspore; Crop; Materials science; Legume; Biology; Environmental science; Stamen; Botany","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003039069,0.0001348773,0.0001466782,0.00001907417,0.002054456,0.0004308507,0.0003241663,0.00002856117,0.00001172004],"category_scores_gemma":[0.0002102662,0.00004647912,0.00001963421,0.0002028207,0.0009426796,0.0005996081,0.000412585,0.0000947182,0.000001317071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341837,"about_ca_system_score_gemma":0.000002887942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004722728,"about_ca_topic_score_gemma":0.001129519,"domain_scores_codex":[0.998805,0.00001857229,0.0001120005,0.000575306,0.0001893657,0.0002997338],"domain_scores_gemma":[0.9997,0.00002973305,0.00004705636,0.00009844442,0.00005207908,0.00007264796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002651615,0.00006421684,0.5086122,0.00002866002,0.000009947869,0.00002821177,0.001609121,0.000006738352,0.461209,0.0003652056,0.0003872492,0.02765298],"study_design_scores_gemma":[0.0001123043,0.00005097289,0.9907306,0.00005292652,0.000004503733,0.000006151141,0.001511303,0.00001290703,0.005985462,0.0002208846,0.001162724,0.0001491882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933619,0.0005880655,3.73632e-7,0.00461278,0.0001812699,0.0001687465,0.000008879907,0.00002397847,0.001054012],"genre_scores_gemma":[0.998711,0.0002753793,0.00003415441,0.00005092869,0.0001977073,0.000007570367,0.000001832746,4.216116e-7,0.0007209854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4821185,"threshold_uncertainty_score":0.9992447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848262739145758,"score_gpt":0.246727710118235,"score_spread":0.2282450827267775,"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."}}