{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006968579,0.0001543716,0.0002743646,0.0001614258,0.0001131224,0.000008252941,0.0003478474,0.0003009304,0.00005885944],"category_scores_gemma":[0.000002810779,0.0001599687,0.0001305461,0.0001022679,0.0001670552,0.0000251036,0.000302863,0.000161399,9.312534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916618,"about_ca_system_score_gemma":0.0001329839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007656476,"about_ca_topic_score_gemma":0.007034352,"domain_scores_codex":[0.9991819,0.00008060213,0.0001340354,0.0003231497,0.0001120263,0.0001682989],"domain_scores_gemma":[0.9994108,0.00001725838,0.0001854656,0.0003064156,0.00003269309,0.00004736481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.003816334,0.0007029626,0.0414764,0.0005582414,0.001824191,0.0005082727,0.0543415,0.0002119695,0.8793188,0.0002683317,0.003214616,0.01375843],"study_design_scores_gemma":[0.0008439784,0.0001913344,0.003546605,0.0001245127,0.0003195713,0.00001267426,0.5407376,0.0004948601,0.3385755,0.0002918043,0.1143352,0.0005263361],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971012,0.0005791903,0.0001009843,0.00005918856,0.00001671456,0.0001271332,0.00009469181,0.00001338611,0.001907546],"genre_scores_gemma":[0.9654835,0.002930726,0.000394843,0.000009995474,0.00001173861,7.851231e-8,0.006727598,0.00001592233,0.02442558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5407432,"threshold_uncertainty_score":0.6523335,"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."}}