{"id":"W2181350341","doi":"","title":"GIS-Based Climate Change Adaptation Decision Support Tool (ADST): Indices to Assess Agricultural Vulnerability","year":2012,"lang":"en","type":"article","venue":"","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Adaptive capacity; Vulnerability (computing); Environmental resource management; Agriculture; Vulnerability assessment; Agricultural productivity; Environmental planning; Environmental science; Geography; Computer science; Psychological resilience; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003134492,0.00135126,0.0008208483,0.01017774,0.000451358,0.002688811,0.001024886,0.000721648,0.007366146],"category_scores_gemma":[0.01068447,0.0003818872,0.001052864,0.007763455,0.0004160636,0.003349069,0.001443303,0.0008114351,0.001247093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200012,"about_ca_system_score_gemma":0.001034196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00453461,"about_ca_topic_score_gemma":0.004552748,"domain_scores_codex":[0.9985356,0.0003796367,0.000222734,0.0001140448,0.0006712499,0.00007679056],"domain_scores_gemma":[0.993444,0.003226989,0.0007683847,0.0004721122,0.00183907,0.0002495282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006862797,0.0008359239,0.08036832,0.001616061,0.0006359504,0.0005902345,0.00138488,0.2789593,0.00736279,0.03052974,0.07918157,0.5178489],"study_design_scores_gemma":[0.0001600578,0.0003571343,0.03720224,0.0003137409,0.0002016628,0.0005577361,0.002005157,0.8534365,0.01154064,0.03214601,0.061743,0.0003361855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2328612,0.0007396163,0.5884942,0.001845604,0.0002249887,0.00237433,0.07975699,0.03999592,0.05370714],"genre_scores_gemma":[0.4694554,0.0004743627,0.4992248,0.0001711389,0.00004803731,0.001513417,0.02572816,0.0006322493,0.00275247],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01017774,"threshold_uncertainty_score":0.02464223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481457405553709,"score_gpt":0.3228021655497232,"score_spread":0.1746564249943524,"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."}}