{"id":"W2343622671","doi":"10.4236/ojce.2016.63029","title":"Evaporation Retardation by Monomolecular Layers: An Experimental Study at the Aji Reservoir (India)","year":2016,"lang":"en","type":"article","venue":"Open Journal of Civil Engineering","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Guelph","funders":"","keywords":"Evaporation; Arid; Environmental science; Surface water; Surface runoff; Environmental engineering; Hydrology (agriculture); Geology; Geotechnical engineering; Meteorology; Geography; Ecology","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":[0.000563814,0.00008243685,0.00009914393,0.000024305,0.00008343758,0.00008485575,0.0003729965,0.00002582517,0.0004219307],"category_scores_gemma":[0.00001531787,0.00004900632,0.00002968885,0.00007874144,0.0000167655,0.0008768112,0.0001676144,0.00007242966,0.00002294805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187231,"about_ca_system_score_gemma":0.000006850591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003019428,"about_ca_topic_score_gemma":0.0001191972,"domain_scores_codex":[0.9992364,0.00005427022,0.0002259212,0.0001088583,0.0002638507,0.0001106735],"domain_scores_gemma":[0.9996012,0.00002006847,0.0001296815,0.0001717372,0.000009427003,0.00006782477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006714345,0.0002578777,0.01873846,0.000001265069,0.00004767181,0.00003261085,0.001188405,0.1577906,0.8199684,0.00002947591,0.001195086,0.0006830424],"study_design_scores_gemma":[0.0135951,0.006836044,0.1251151,0.0004662514,0.0003647433,0.0010404,0.00411254,0.3410166,0.4617473,0.0005597916,0.04254243,0.00260372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949664,0.00005194926,0.003551146,0.0001471894,0.00008564693,0.0001929381,0.000005251613,0.000004406224,0.0009950584],"genre_scores_gemma":[0.9994949,0.000009934989,0.0001543892,0.00001231609,0.00002225122,0.000007040988,0.00000520064,0.00001113409,0.0002828928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3582211,"threshold_uncertainty_score":0.4619846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069168377196923,"score_gpt":0.2294921154423754,"score_spread":0.2188004316704062,"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."}}