{"id":"W2046438751","doi":"10.1007/s11676-014-0468-8","title":"A preliminary evaluation of throughfall sampling techniques in a mature coniferous forest","year":2014,"lang":"en","type":"article","venue":"Journal of Forestry Research","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Throughfall; Canopy; Stemflow; Interception; Environmental science; Pinus contorta; Abies lasiocarpa; Hydrology (agriculture); Atmospheric sciences; Spatial variability; Forestry; Ecology; Geography; Geology; Mathematics; Biology","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":[0.005286121,0.00006588174,0.0001503757,0.0001654677,0.00004548147,0.0000221536,0.0003602155,0.0001102093,0.00006704465],"category_scores_gemma":[0.0003608107,0.00005139788,0.00005051246,0.0002983072,0.000137218,0.0002129086,0.0001545524,0.0005134025,0.000005992421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017494,"about_ca_system_score_gemma":0.00005840883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187694,"about_ca_topic_score_gemma":0.0001710098,"domain_scores_codex":[0.9978268,0.0002789655,0.0003691585,0.0001034484,0.001211364,0.0002102453],"domain_scores_gemma":[0.9992607,0.000178174,0.0001684758,0.0002058529,0.0001292273,0.00005752046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004521785,0.000350719,0.823883,0.00006186209,0.0000261182,0.00003009119,0.0009038197,0.1284154,0.0102008,0.0008414757,0.000694436,0.03414009],"study_design_scores_gemma":[0.001021491,0.001367739,0.7260887,0.0004098379,0.00003474122,0.0003319075,0.0001863308,0.1943974,0.002161446,0.07265324,0.001184703,0.000162405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939917,0.00007231854,0.0007104609,0.000182736,0.00003054023,0.0001901,0.000002549545,0.000003675032,0.004815865],"genre_scores_gemma":[0.9959508,0.00004326262,0.003895971,0.00000813537,0.00004089456,0.000007344695,0.000002956624,0.000007382694,0.00004322052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09779427,"threshold_uncertainty_score":0.2230507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07319359589959917,"score_gpt":0.3711896498469845,"score_spread":0.2979960539473854,"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."}}