{"id":"W2517014971","doi":"","title":"Water Resources, Climate Change, and Sustainability: Breakthroughs in Process Understanding, Data Availability, and Impact Assessment III Posters","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sustainability; Process (computing); Climate change; Environmental resource management; Environmental planning; Business; Environmental science; Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008366014,0.001139313,0.0005478353,0.0008920468,0.002240421,0.008243763,0.001077045,0.002658916,0.04140779],"category_scores_gemma":[0.008378484,0.0004274643,0.001062458,0.0008592837,0.001812034,0.005430401,0.003710772,0.008619589,0.01192945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523539,"about_ca_system_score_gemma":0.004068128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312899,"about_ca_topic_score_gemma":0.01428396,"domain_scores_codex":[0.9983577,0.000415541,0.00005067919,0.000389848,0.0005533273,0.0002328821],"domain_scores_gemma":[0.9935483,0.001973062,0.0002228837,0.0003945368,0.002173039,0.001688198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002067602,0.00009513914,0.0002316018,0.0001812257,0.00002356155,0.00007053735,0.0002845666,0.0006462699,0.002136871,0.01664323,0.918063,0.06141718],"study_design_scores_gemma":[0.00007585318,0.00008793166,0.001487859,0.0004755461,0.00002674355,0.00008581858,0.0009398472,0.002224457,0.003060891,0.04958512,0.9418806,0.00006940727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0064946,0.04428468,0.04879818,0.5042861,0.2291702,0.0004404173,0.002478301,0.001128232,0.1629193],"genre_scores_gemma":[0.1115172,0.03878766,0.04160792,0.02539388,0.1291777,0.0005898277,0.002384894,0.00156173,0.6489792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04140779,"threshold_uncertainty_score":0.1385229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08168016692286979,"score_gpt":0.3258308284754275,"score_spread":0.2441506615525578,"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."}}