{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001098156,0.0000483189,0.00007304161,0.000009211603,0.00007152343,0.00001468616,0.0001374065,0.00002640796,0.001960639],"category_scores_gemma":[0.00000835312,0.00001961462,0.0000390777,0.00007274464,0.00004352984,0.00007352243,0.000006623371,0.000051521,0.0003314325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":5.945135e-7,"about_ca_system_score_gemma":0.00002758396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295155,"about_ca_topic_score_gemma":0.0009786583,"domain_scores_codex":[0.9994367,0.00004560815,0.0001554483,0.0001033534,0.0001596452,0.00009925637],"domain_scores_gemma":[0.9997858,0.00001032685,0.00003397122,0.0001113151,0.0000170194,0.0000415861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000664667,0.00001213245,0.9312353,0.0001093826,0.00003036203,0.000001945889,0.001423169,0.003102899,0.003981405,0.0004506125,0.01137728,0.04820909],"study_design_scores_gemma":[0.00009193036,0.00005601346,0.9446787,0.0000077967,0.000006979889,0.000004864072,0.0001477556,0.01549295,0.003022722,0.000351993,0.03607153,0.00006675469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594573,0.0003877798,0.0008717533,0.008989832,0.0004554747,0.0002228925,0.0000585612,0.00004762217,0.0295088],"genre_scores_gemma":[0.9988095,0.000006119497,0.0001116234,0.0006764415,0.00006854312,2.015329e-7,0.00005876048,9.059868e-7,0.0002678622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04814234,"threshold_uncertainty_score":0.9989517,"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."}}