{"id":"W7094101528","doi":"","title":"NEBRASKA WATER AND ENERGY FLUX MEASUREMENT,\\nMODELING, AND RESEARCH NETWORK (NEBFLUX)","year":2010,"lang":"","type":"article","venue":"Insecta mundi","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microclimate; Biosphere; Energy flux; Water vapor; Ecosystem; Flux (metallurgy); Vegetation (pathology); Water cycle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002981612,0.0003582971,0.0002975951,0.0001491111,0.00118293,0.0006432459,0.0004059529,0.0004209644,0.001095953],"category_scores_gemma":[0.00004199982,0.0002919491,0.00006183628,0.0003014019,0.0009175214,0.0006104506,0.001071023,0.001130418,0.0001210929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333197,"about_ca_system_score_gemma":0.00004534993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01347734,"about_ca_topic_score_gemma":0.02279079,"domain_scores_codex":[0.9959407,0.0002492439,0.0004654255,0.0008593108,0.001121121,0.001364211],"domain_scores_gemma":[0.9987484,0.00007914384,0.00006817706,0.0005978621,0.00007512313,0.0004313191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002392768,0.0004179442,0.3579392,0.0001028969,0.0002381058,0.0001237365,0.004630614,0.008253563,0.5521675,0.01152524,0.002915429,0.06144643],"study_design_scores_gemma":[0.002715051,0.0008430172,0.1228702,0.0002896985,0.0002216115,0.0005490522,0.00007263044,0.560845,0.002751976,0.03534789,0.2711043,0.002389584],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864802,0.0008093673,0.0004641864,0.0004951545,0.0007956454,0.0001911013,0.0000281978,0.000035743,0.01070039],"genre_scores_gemma":[0.9936398,0.0008137907,0.0004328644,0.0001597669,0.0003422964,0.00002491971,0.00003519542,0.00004650427,0.00450482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5525914,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049680780581479,"score_gpt":0.2448983676689563,"score_spread":0.2144015598631415,"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."}}