{"id":"W7098996460","doi":"","title":"1 Hydrologic Models for Inverse Climate Change Impact Modeling","year":2014,"lang":"en","type":"article","venue":"","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Hydrological modelling; Climate model; Vulnerability (computing); Water resources; Downscaling; Drainage basin; Effects of global warming","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":[0.0004584868,0.0004749371,0.000339879,0.0005359527,0.0005072078,0.001019374,0.001008297,0.001106998,0.004342382],"category_scores_gemma":[0.001594979,0.0004520706,0.000637784,0.0007090093,0.000640777,0.0008603529,0.0006686769,0.001106209,0.0005376016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927047,"about_ca_system_score_gemma":0.001308788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05498919,"about_ca_topic_score_gemma":0.03797082,"domain_scores_codex":[0.9998322,0.00007110448,0.000009497819,0.00003286811,0.00003547246,0.00001884895],"domain_scores_gemma":[0.9995096,0.0002790974,0.00005268692,0.00003241467,0.00009578193,0.0000304775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006758581,0.00001159361,0.001153039,0.000009833583,0.00001036073,0.00001966313,0.00002035455,0.9901873,0.0002893954,0.005892391,0.0004130173,0.001986228],"study_design_scores_gemma":[0.000005014828,0.000003239435,0.0002824992,0.000002393722,0.000003103496,0.000004312593,0.000005519405,0.995606,0.00007850199,0.002896212,0.001109595,0.00000352739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1854855,0.0006140576,0.7672327,0.001576267,0.0001711533,0.0002508663,0.00509477,0.002218315,0.03735647],"genre_scores_gemma":[0.9044088,0.0005891953,0.08305477,0.0001075114,0.0000874412,0.0003625136,0.001408438,0.0002222685,0.009759053],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05498919,"threshold_uncertainty_score":0.1093382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06375245759615206,"score_gpt":0.2687628862483947,"score_spread":0.2050104286522427,"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."}}