{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00668589,0.00120201,0.001008242,0.001186239,0.006883409,0.007213912,0.002334132,0.005376101,0.08765738],"category_scores_gemma":[0.04245085,0.0004944109,0.001010799,0.000665349,0.01027815,0.01200537,0.009101562,0.010737,0.05236581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833346,"about_ca_system_score_gemma":0.004750413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528527,"about_ca_topic_score_gemma":0.001792273,"domain_scores_codex":[0.9940626,0.00231565,0.0002609173,0.001002936,0.001716643,0.0006412548],"domain_scores_gemma":[0.9741169,0.009250729,0.001121016,0.004449175,0.006971854,0.004090277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006860822,0.0001325191,0.0005800355,0.00035654,0.00004840514,0.0004906228,0.001282196,0.0003093828,0.001094715,0.3637331,0.5632876,0.06861641],"study_design_scores_gemma":[0.00003056105,0.000020639,0.0002853524,0.0003710708,0.00001467306,0.0004119302,0.002497903,0.0003422948,0.0002782643,0.4381848,0.5575296,0.00003303961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005266712,0.005382218,0.03842612,0.5916783,0.03228741,0.0002169711,0.0004224608,0.0008339931,0.3254858],"genre_scores_gemma":[0.1769935,0.009383267,0.0886845,0.2783465,0.02370168,0.0008985918,0.001368147,0.00133483,0.4192888],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08765738,"threshold_uncertainty_score":0.2932432,"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."}}