{"id":"W1942666209","doi":"10.1111/gcb.13022","title":"The shifting influence of drought and heat stress for crops in northeast Australia","year":2015,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Plant responses to elevated CO2","field":"Agricultural and Biological Sciences","cited_by":308,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grains Research and Development Corporation; Commonwealth Scientific and Industrial Research Organisation; McMaster University","keywords":"Sorghum; Environmental science; Agronomy; Climate change; Global warming; Drought stress; Agriculture; Crop yield; Drought tolerance; Atmospheric sciences; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339044,0.00008214976,0.0001234174,0.000004828271,0.00005904866,0.00001367023,0.000180589,0.00009713334,0.000002320454],"category_scores_gemma":[0.0001405645,0.00002756918,0.00002065363,0.0001741827,0.0001274688,0.00004616356,0.00007075776,0.000044517,0.00000252776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002481587,"about_ca_system_score_gemma":0.000006543841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006295744,"about_ca_topic_score_gemma":0.01681169,"domain_scores_codex":[0.9992946,0.00008582816,0.0001436483,0.000160779,0.00004903742,0.0002660483],"domain_scores_gemma":[0.9996029,0.0001965747,0.00004567778,0.00003544905,0.00005710555,0.00006227905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002376816,0.00001755156,0.9832976,0.000005746508,0.000005537834,0.000002293074,0.0000691875,0.000001253088,0.006009769,0.0010274,0.00005371443,0.009272222],"study_design_scores_gemma":[0.0001755705,0.0003265864,0.99059,0.00001940777,0.000003358163,0.00001280499,0.0001735663,0.00002926502,0.0001556077,0.0009066434,0.007525345,0.00008189643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976684,0.0005291406,3.560721e-7,0.0009804587,0.00006357919,0.000215544,0.000499508,0.00001122417,0.00003172525],"genre_scores_gemma":[0.9997071,0.00004359323,0.00001654705,0.00006012559,0.00008360862,0.00003125242,0.00004081158,2.567731e-7,0.00001672329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051595,"threshold_uncertainty_score":0.9517323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08235429227302936,"score_gpt":0.2974437209644728,"score_spread":0.2150894286914434,"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."}}