{"id":"W1997223729","doi":"10.3137/ao.400303","title":"Sensitivity tests of the integrated biosphere simulator to soil and vegetation characteristics in a pacific coastal coniferous forest","year":2002,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Environmental science; Biosphere; Vegetation (pathology); Primary production; Biosphere model; Soil carbon; Soil water; Atmospheric sciences; Ibis; Ecosystem; Hydrology (agriculture); Soil science; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002779699,0.0006202807,0.0003500758,0.0003724408,0.0003990807,0.0005992671,0.000667167,0.0006858906,0.0006858475],"category_scores_gemma":[0.007691443,0.0003307084,0.0004567594,0.0003384768,0.0005014731,0.000523054,0.0006732409,0.000645917,0.00006525192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063664,"about_ca_system_score_gemma":0.0006347861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0598019,"about_ca_topic_score_gemma":0.01746729,"domain_scores_codex":[0.9993308,0.0003326873,0.00004229221,0.00009076924,0.00011201,0.00009158609],"domain_scores_gemma":[0.9933285,0.005272722,0.0003525404,0.0003236034,0.0005551426,0.000167646],"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":[0.000411171,0.00009173565,0.02426001,0.00002803362,0.00009699404,0.00006519297,0.00003411565,0.9700257,0.0019001,0.0001647464,0.0001743784,0.002747858],"study_design_scores_gemma":[0.00007963663,0.0003812521,0.01024022,0.00001002916,0.00004609019,0.00002654006,0.00004633483,0.9855821,0.003210921,0.0001489346,0.0002103074,0.00001784519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996121,0.00005350973,0.002273075,0.00009339448,0.00001222212,0.00004079744,0.0002824654,0.0001177662,0.001005779],"genre_scores_gemma":[0.9988926,0.00001718376,0.0007631611,0.00002272383,0.000001459821,0.00001690873,0.0001468717,0.000009022696,0.0001301681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0598019,"threshold_uncertainty_score":0.1189076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624326914282866,"score_gpt":0.1812538241107754,"score_spread":0.1756294971964926,"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."}}