{"id":"W4388546251","doi":"10.1515/9781552388211-007","title":"The Troubled State of Irrigation in Southwestern Saskatchewan: The Effects of Climate Variability and Government Offloading on a Vulnerable Community","year":2016,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Water resources management and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irrigation; State (computer science); Government (linguistics); Climate change; Environmental planning; Geography; Natural resource economics; Business; Political science; Economics; Computer science; Ecology; Oceanography; Geology","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":[0.000459305,0.0002739634,0.0002648005,0.000577943,0.002035146,0.002347418,0.0008439971,0.0007503147,0.00309152],"category_scores_gemma":[0.0006809699,0.0002311888,0.0004412822,0.002716752,0.001707635,0.0009278861,0.001745431,0.001318406,0.0002120537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01972712,"about_ca_system_score_gemma":0.03193977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8030003,"about_ca_topic_score_gemma":0.9641217,"domain_scores_codex":[0.9995794,0.00007151161,0.00001457433,0.00002601594,0.0001227667,0.0001858395],"domain_scores_gemma":[0.9996074,0.00007838931,0.0000612879,0.00001940042,0.0001150019,0.0001186006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002277726,0.0001670961,0.1692666,0.0008080949,0.0003415899,0.006300644,0.02203066,0.04953862,0.01123583,0.1567498,0.2491037,0.3342296],"study_design_scores_gemma":[0.00005477995,0.0001386569,0.5428585,0.001105873,0.0002051954,0.001113199,0.06992094,0.009914946,0.00245923,0.06269661,0.3092372,0.0002948073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6678436,0.01830535,0.002752431,0.05074941,0.0006567663,0.0001088853,0.002305371,0.0000805321,0.2571977],"genre_scores_gemma":[0.9312481,0.02192155,0.001011814,0.00217709,0.00006254709,0.0000446218,0.0005512898,0.00002707208,0.04295608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969997,"threshold_uncertainty_score":0.3963197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006374950190055359,"score_gpt":0.1541485910446788,"score_spread":0.1477736408546235,"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."}}