{"id":"W2976962279","doi":"10.1016/b978-0-12-814820-4.00021-3","title":"Drought adaptation when irrigation is not an option: the case of Lincoln Co., Colorado, USA","year":2019,"lang":"en","type":"book-chapter","venue":"Current directions in water scarcity research","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Irrigation; Agriculture; Subsidy; Water scarcity; Adaptation (eye); Geography; Adaptive capacity; Water resource management; Agroforestry; Climate change; Environmental science; Environmental planning; Business; Economics; Agronomy; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.001165088,0.0002977622,0.0003243533,0.0009441366,0.000291227,0.0001937594,0.0004046077,0.0002627125,0.0004897215],"category_scores_gemma":[0.00001482227,0.0002331457,0.0001223386,0.000207256,0.0002040923,0.0004274482,0.0001575864,0.001024577,0.0002866144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774364,"about_ca_system_score_gemma":0.00003949589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002752412,"about_ca_topic_score_gemma":0.0007460981,"domain_scores_codex":[0.9977815,0.000192752,0.0005525288,0.0004511754,0.0006109028,0.0004111647],"domain_scores_gemma":[0.9986888,0.00009840983,0.00007629087,0.0006773258,0.0003801582,0.0000790468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004099323,0.0005949792,0.001326151,0.004120046,0.0006373334,0.0001975736,0.04453628,0.5225391,0.0003404307,0.04480646,0.0232995,0.3571922],"study_design_scores_gemma":[0.0007168689,0.0001869256,0.0002689556,0.0004686626,0.0000912923,0.00003701704,0.0002880296,0.6350814,0.002234225,0.00805179,0.3519472,0.0006277264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2082285,0.005572095,0.0177884,0.002251901,0.01010329,0.01503555,0.0007834421,0.001142549,0.7390943],"genre_scores_gemma":[0.855306,0.00174889,0.0004143852,0.00001659885,0.0007200645,0.0002739753,0.001126952,0.0001830258,0.1402101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6470776,"threshold_uncertainty_score":0.9507404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341743065624177,"score_gpt":0.3416792251953941,"score_spread":0.2075049186329763,"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."}}