{"id":"W2039974663","doi":"10.1038/505288a","title":"Development: Liquid assets","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Water Network","funders":"","keywords":"Business","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":[0.0004434232,0.0005349852,0.0002675372,0.001617152,0.0008972128,0.005234892,0.0005496466,0.0008950475,0.04039839],"category_scores_gemma":[0.001822309,0.0002166888,0.0002841143,0.003259663,0.001812159,0.006156898,0.001789421,0.001213806,0.003414927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003137634,"about_ca_system_score_gemma":0.002523741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006934355,"about_ca_topic_score_gemma":0.007001916,"domain_scores_codex":[0.9996413,0.0001032434,0.00001659776,0.0000670212,0.0001025894,0.00006922542],"domain_scores_gemma":[0.9994292,0.0001788675,0.0001373063,0.0000545019,0.0001209052,0.00007924998],"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":[0.0000108981,0.00001424661,0.001578133,0.00006292138,0.000007890238,0.0001637119,0.0002363938,0.001443129,0.0001197933,0.9588438,0.008588088,0.02893109],"study_design_scores_gemma":[0.00000808435,0.00002977993,0.001768096,0.0002151964,0.00001681292,0.0003348965,0.001488745,0.006286652,0.0005067691,0.7976459,0.1916828,0.00001629997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05635379,0.002837738,0.1056374,0.01338263,0.0002290477,0.0001292518,0.001839653,0.0003939921,0.8191966],"genre_scores_gemma":[0.7928531,0.004824063,0.019721,0.0009232535,0.0001852885,0.000217481,0.001086083,0.0001886951,0.1800011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04039839,"threshold_uncertainty_score":0.1351461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006894724162097881,"score_gpt":0.2092106428133107,"score_spread":0.2023159186512128,"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."}}