{"id":"W3113085559","doi":"10.5194/egusphere-egu2020-20525","title":"Towards a quantification of the water planetary boundary","year":2020,"lang":"en","type":"article","venue":"","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Planetary boundaries; Water cycle; Earth system science; Boundary (topology); Environmental science; Biosphere; Groundwater; Earth science; Astrobiology; Ecology; Geology; Mathematics; Biology; Sustainability","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":[0.01310713,0.0009220827,0.001003017,0.008156388,0.001756248,0.006503256,0.001309479,0.001267323,0.003127244],"category_scores_gemma":[0.04043761,0.0003880622,0.001250854,0.006264527,0.003263487,0.008839455,0.005503213,0.001526588,0.0004381105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453863,"about_ca_system_score_gemma":0.003673153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493517,"about_ca_topic_score_gemma":0.009580619,"domain_scores_codex":[0.9885146,0.004574344,0.0009777697,0.001454393,0.003705116,0.0007737794],"domain_scores_gemma":[0.9813487,0.008720935,0.00289674,0.0009550145,0.005265703,0.0008129573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002464697,0.0001526036,0.04887738,0.001337522,0.0001887931,0.0002289498,0.006206769,0.08566761,0.006828114,0.537269,0.00584157,0.3071552],"study_design_scores_gemma":[0.00004139677,0.0003189993,0.0352805,0.001161975,0.0002232266,0.000214455,0.009697497,0.4604099,0.01024375,0.445247,0.03698975,0.0001715906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1422486,0.001987521,0.822864,0.00199277,0.00007922269,0.0004483226,0.001585227,0.0004778152,0.02831655],"genre_scores_gemma":[0.5448821,0.0004694386,0.4517809,0.00009521034,0.00004303121,0.0003026604,0.001122997,0.0001262885,0.001177472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01493517,"threshold_uncertainty_score":0.069318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589295363900261,"score_gpt":0.1944529360716221,"score_spread":0.1685599824326195,"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."}}