{"id":"W3183894457","doi":"10.1016/j.agee.2021.107555","title":"Climate change mitigation and adaptation in agriculture: Why agroforestry should be part of the solution","year":2021,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Agroforestry; Agriculture; Adaptation (eye); Climate change; Climate change adaptation; Agroecosystem; Climate change mitigation; Environmental science; Geography; Ecology; Biology","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":[0.007989616,0.0004915168,0.0009533941,0.000544441,0.002289212,0.006159037,0.0009525883,0.01059622,0.0102941],"category_scores_gemma":[0.0114192,0.0002064247,0.0005001266,0.0007405574,0.01260773,0.008792476,0.002264566,0.009121904,0.001516548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003543051,"about_ca_system_score_gemma":0.01385357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167511,"about_ca_topic_score_gemma":0.01704657,"domain_scores_codex":[0.9972726,0.001047785,0.00008316056,0.0003604251,0.0006419692,0.0005940439],"domain_scores_gemma":[0.988674,0.005341334,0.0008226191,0.000435798,0.002968669,0.001757565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004564429,0.0005603245,0.01367654,0.002341539,0.0002746238,0.0006567577,0.00381529,0.002692779,0.002823747,0.4672461,0.2542999,0.251156],"study_design_scores_gemma":[0.0001309196,0.0001474259,0.01268805,0.002175753,0.00009943917,0.0003442186,0.009956905,0.001992949,0.0008489685,0.6347997,0.3366843,0.0001313917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004658207,0.0273612,0.001829518,0.9532287,0.002932503,0.00001301694,0.00003847628,0.00003875347,0.009899634],"genre_scores_gemma":[0.5443158,0.06806315,0.01054213,0.3519931,0.0106381,0.0001224793,0.0001006176,0.0001134971,0.01411093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01167511,"threshold_uncertainty_score":0.04225361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428687348975877,"score_gpt":0.1929664538175012,"score_spread":0.1586795803277424,"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."}}