{"id":"W2141034799","doi":"10.1139/x03-252","title":"MAIDEN: a model for analyzing ecosystem processes in dendroecology","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Transpiration; Environmental science; Quercus petraea; Precipitation; Vapour Pressure Deficit; Growing season; Atmospheric sciences; Temperate rainforest; Phenology; Ecosystem; Temperate climate; Forest ecology; Hydrology (agriculture); Ecology; Geography; Botany; Biology; Meteorology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005363301,0.0007660529,0.0006254307,0.000483847,0.0004656445,0.0009536022,0.001398755,0.0007525173,0.004534276],"category_scores_gemma":[0.001566431,0.000527455,0.0008449769,0.0006070744,0.0003436691,0.001161997,0.0007524065,0.0007826381,0.0005924818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090035,"about_ca_system_score_gemma":0.0008885856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063007,"about_ca_topic_score_gemma":0.01652598,"domain_scores_codex":[0.99986,0.00004354879,0.00001052801,0.00004062648,0.00002686671,0.00001845006],"domain_scores_gemma":[0.9995983,0.0002057894,0.00007020078,0.00003126003,0.00005112703,0.00004331065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007684471,0.00001783335,0.002035283,0.00003471434,0.0000480544,0.00005733238,0.00003545591,0.9842435,0.0007345186,0.008542864,0.0007476308,0.003425934],"study_design_scores_gemma":[0.00001731895,0.00001373429,0.000423641,0.000005535035,0.00001185394,0.00001745854,0.000004146356,0.9944189,0.0001475938,0.002657037,0.002277825,0.000004964176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.24668,0.001326603,0.7166895,0.0006273055,0.0001838999,0.0002009637,0.00935395,0.004001366,0.02093645],"genre_scores_gemma":[0.8410118,0.0009845948,0.1328955,0.0001205309,0.00008885683,0.0006534079,0.003605264,0.0004269223,0.02021321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02063007,"threshold_uncertainty_score":0.04101998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335873444354168,"score_gpt":0.2864686099061893,"score_spread":0.2531098754626476,"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."}}