{"id":"W2261424748","doi":"10.2495/rm150151","title":"Water managers’ perspectives on reservoir operations for sustainable irrigation in Alberta","year":2015,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Water resources management and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Water resources; Agriculture; Productivity; Business; Water scarcity; Environmental resource management; Water resource management; Irrigated agriculture; Irrigation; Environmental planning; Environmental science; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001244351,0.0001554179,0.00008256831,0.0004567017,0.004674928,0.00391381,0.00060279,0.0006584025,0.002620813],"category_scores_gemma":[0.001932298,0.0001384435,0.00008434503,0.0008725654,0.002455311,0.0007541634,0.0008316158,0.000674248,0.0001346393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436296,"about_ca_system_score_gemma":0.02317904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5028351,"about_ca_topic_score_gemma":0.821603,"domain_scores_codex":[0.9987557,0.0004517258,0.00002199984,0.00004413864,0.000305054,0.0004213615],"domain_scores_gemma":[0.9984828,0.000457373,0.000203932,0.00001419641,0.0002766377,0.0005652016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003290023,0.0003223116,0.1703543,0.0004532243,0.00005365278,0.008673083,0.4468798,0.02266334,0.0171773,0.07645035,0.05701059,0.199633],"study_design_scores_gemma":[0.00001856783,0.0001536512,0.1181849,0.0002027478,0.00002932106,0.0004229909,0.6659721,0.005957211,0.001703824,0.007577639,0.1996759,0.0001010851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896324,0.001770424,0.00136686,0.03012839,0.00005298626,0.00003262518,0.00007809189,0.00002729862,0.07691093],"genre_scores_gemma":[0.9921154,0.0009286244,0.0004546852,0.0007062245,0.0000135196,0.000005414102,0.00001546694,0.000004268681,0.005756466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4971649,"threshold_uncertainty_score":0.9998165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00687138497261143,"score_gpt":0.1758938388096085,"score_spread":0.169022453836997,"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."}}