{"id":"W2418295298","doi":"","title":"A Participatory Approach to Development of a Decision Support Tool","year":2004,"lang":"en","type":"article","venue":"Critical Transitions in Water and Environmental Resources Management","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Citizen journalism; Environmental planning; Process management; Decision support system; Water resources; Management science; Business; Knowledge management; Political science; Environmental resource management; Computer science; Engineering; Geography; Environmental science","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":[0.07031161,0.002043059,0.001226447,0.004366524,0.008791379,0.01277528,0.006130838,0.003916682,0.01424416],"category_scores_gemma":[0.06121243,0.001268417,0.001823231,0.003012996,0.006973662,0.008863622,0.01454207,0.005352179,0.002759223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006450296,"about_ca_system_score_gemma":0.02299308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003917437,"about_ca_topic_score_gemma":0.005103379,"domain_scores_codex":[0.9227973,0.06035667,0.002877892,0.003828227,0.008208068,0.001931945],"domain_scores_gemma":[0.9530514,0.03027665,0.001311119,0.004673162,0.007843691,0.002843952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003152974,0.001340486,0.002388748,0.001545063,0.0002667988,0.00240584,0.09255989,0.04535992,0.009319186,0.4709135,0.02582094,0.3477644],"study_design_scores_gemma":[0.0003092687,0.0006107602,0.0006615517,0.00176435,0.0001276851,0.0006501226,0.03111298,0.09909967,0.004940039,0.3851254,0.4753328,0.0002654849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006207073,0.0001428837,0.9547544,0.004112635,0.0002196036,0.002785468,0.000152592,0.0004629864,0.03116228],"genre_scores_gemma":[0.1048651,0.0002334349,0.8791577,0.0005204814,0.00006876569,0.004555826,0.0002934731,0.0001879857,0.01011729],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07031161,"threshold_uncertainty_score":0.3718477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460876570743835,"score_gpt":0.2126848990194709,"score_spread":0.1980761333120326,"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."}}