{"id":"W4253048478","doi":"10.1038/nphys3606","title":"Water worlds","year":2015,"lang":"en","type":"article","venue":"Nature Physics","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Physics; Theoretical physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003107148,0.00007184019,0.00007466809,0.00002017817,0.0001699358,0.0001046039,0.0002455054,0.00009467587,0.00004038017],"category_scores_gemma":[0.00001041204,0.0000520722,0.00004225629,0.0001448843,0.0001121022,0.0001350459,0.0000422843,0.0002743502,0.000346567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008213735,"about_ca_system_score_gemma":0.00003839195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002035843,"about_ca_topic_score_gemma":0.000282979,"domain_scores_codex":[0.9990026,0.00007151035,0.00006097545,0.0001371163,0.00045095,0.0002768337],"domain_scores_gemma":[0.9996465,0.000008747812,0.00001220562,0.0001525887,0.00006349864,0.0001164385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005981774,0.0002975882,0.007078273,0.00003186034,0.0001203302,0.00003537375,0.2068784,0.0005025681,0.0003905849,0.5981817,0.1349901,0.05143342],"study_design_scores_gemma":[0.0001716485,0.000009215977,0.00009892121,0.000003202302,0.000009109763,7.503407e-8,0.0006564444,0.000007641552,0.0008793607,0.02627127,0.9718019,0.0000912476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1532546,0.0002147749,0.00155606,0.02122902,0.001805088,0.0004619585,0.000005144171,0.0004669852,0.8210064],"genre_scores_gemma":[0.9900453,0.00000253197,0.0002548152,0.0009723227,0.0008625106,0.000005632389,0.000008215496,0.00001100789,0.007837664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8368118,"threshold_uncertainty_score":0.4454534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400955073916265,"score_gpt":0.3026696307441442,"score_spread":0.2786600800049815,"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."}}