{"id":"W7005653688","doi":"","title":"THE ROLE OF PLANT HYDRODYNAMICS AND PHENOLOGY IN PLANT WATER SOURCE APPORTIONMENT","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Apportionment; Transpiration; Context (archaeology); Lysimeter; Soil water; Water cycle; Phenology; Hydrology (agriculture)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003935711,0.00013379,0.0002190975,0.0001899228,0.0003594413,0.0007778506,0.000230203,0.0001868935,0.0008264478],"category_scores_gemma":[0.000367251,0.0002113206,0.0001314677,0.0002164891,0.0004195523,0.0009174664,0.000399464,0.0003517093,0.0001988529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025698,"about_ca_system_score_gemma":0.0006412428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830922,"about_ca_topic_score_gemma":0.01693842,"domain_scores_codex":[0.999846,0.00003151241,0.000005376407,0.000057644,0.00002766992,0.00003187505],"domain_scores_gemma":[0.9996598,0.0001146191,0.00007759532,0.00003201134,0.00004750776,0.0000684553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004691976,0.000190917,0.2134806,0.0002310477,0.0001138036,0.0001449134,0.0009233406,0.0110882,0.6874403,0.004619815,0.001427506,0.07987042],"study_design_scores_gemma":[0.0000150677,0.0001272943,0.9510064,0.00001357058,0.00002540154,0.00004724608,0.0002982054,0.02346512,0.01959044,0.001649943,0.003699311,0.00006192394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843326,0.0007402162,0.01003154,0.0003118194,0.00001900138,0.00002119733,0.0005043696,0.000188478,0.003850906],"genre_scores_gemma":[0.9970649,0.0002582504,0.001411707,0.00005351265,0.000007802818,0.00001051179,0.0001715543,0.00004338217,0.000978478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830922,"threshold_uncertainty_score":0.03640532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001810981388812115,"score_gpt":0.1477505422188136,"score_spread":0.1459395608300015,"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."}}