{"id":"W2597784382","doi":"","title":"Influence of Diffuse and Discrete Groundwater Discharge on River Thermal Regimes in Present and Future Climates","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Groundwater; Environmental science; Hydrology (agriculture); Water resource management; Geology; Geotechnical engineering","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":[0.000555138,0.0001466174,0.0002360462,0.0005385767,0.0002874802,0.0007754738,0.0002092527,0.0003904149,0.00104504],"category_scores_gemma":[0.002263146,0.000154028,0.0003467032,0.0005987452,0.0004728249,0.0006122511,0.0004193034,0.0003894674,0.0001169333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105815,"about_ca_system_score_gemma":0.0002203203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701342,"about_ca_topic_score_gemma":0.03025064,"domain_scores_codex":[0.9998524,0.00004777606,0.00001304163,0.00003645292,0.00002048239,0.00002987489],"domain_scores_gemma":[0.998943,0.0005719016,0.0001433744,0.00005929354,0.0001483696,0.0001340041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008051006,0.0001056887,0.9065809,0.00005982215,0.0001460297,0.0001860502,0.0002475519,0.06582142,0.006827511,0.001312218,0.0006271763,0.01728042],"study_design_scores_gemma":[0.00001608491,0.00007131426,0.9375489,0.00000855198,0.00004543003,0.00004598883,0.0003059148,0.06036193,0.0006039969,0.0004891983,0.0004864758,0.00001615174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979846,0.00008246727,0.0003486445,0.0001117962,0.00001078583,0.000002409475,0.0003334161,0.00001568041,0.001110109],"genre_scores_gemma":[0.9996341,0.00003939832,0.00007298247,0.000004805716,0.000006227665,0.000001029868,0.0001360202,0.000002338829,0.000103077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01701342,"threshold_uncertainty_score":0.03382879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663036506991093,"score_gpt":0.2366974324580505,"score_spread":0.2200670673881396,"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."}}