{"id":"W2007711796","doi":"10.1038/nclimate1107","title":"Difficult but not impossible","year":2011,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002099987,0.0003910065,0.0003372183,0.00002949317,0.0002792341,0.00007726991,0.0005632512,0.0007631012,0.003919363],"category_scores_gemma":[0.00007342664,0.0001315297,0.0001790552,0.0007008454,0.00007300527,0.0003808738,0.0002359374,0.0006701693,0.0004768813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005824921,"about_ca_system_score_gemma":0.000003229977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003242725,"about_ca_topic_score_gemma":0.001357295,"domain_scores_codex":[0.9978485,0.00005886568,0.0002867552,0.0005661285,0.0003323698,0.0009073923],"domain_scores_gemma":[0.9990628,0.00007545173,0.0001875047,0.0001490398,0.0002041644,0.0003210704],"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":[0.0005168738,0.001120225,0.02189078,0.0001267552,0.00006685167,0.0002349963,0.006705694,1.633551e-8,0.8896908,0.003842157,0.01176185,0.06404301],"study_design_scores_gemma":[0.0003851363,0.0004843735,0.9049503,0.0001037436,0.00005309731,0.00008824078,0.002227289,0.00000379881,0.07418591,0.0002612527,0.01645797,0.0007989152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771164,0.0009096146,6.675945e-8,0.001320391,0.0006720299,0.0005290321,0.0007872514,0.0004198126,0.01824537],"genre_scores_gemma":[0.9933152,0.00125574,0.0001086785,0.003262936,0.001383216,0.0001011661,0.0003319492,0.000005118625,0.0002360637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8830595,"threshold_uncertainty_score":0.9969912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002330587659673,"score_gpt":0.2618616442202987,"score_spread":0.1616285854543314,"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."}}