{"id":"W7047261843","doi":"","title":"Examining Intra- and Inter-annual Dynamics of Lakes of the Mackenzie River Delta, Northwest Territories, using Sentinel-1 SAR Time Series","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Wetland; The arctic; Series (stratigraphy); Surface water; Permafrost; Synthetic aperture radar; 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":[0.0001826407,0.00009252483,0.00007846423,0.0002922804,0.0002551947,0.0003667988,0.0001089091,0.00009415999,0.0004026092],"category_scores_gemma":[0.0002799925,0.00005872221,0.0001190463,0.0003699864,0.00009256895,0.0002223911,0.0001401883,0.00009157797,0.00007209618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974216,"about_ca_system_score_gemma":0.0004588438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1131391,"about_ca_topic_score_gemma":0.3047661,"domain_scores_codex":[0.9999678,0.000005945858,0.000001402938,0.0000111064,0.000006651955,0.00000698589],"domain_scores_gemma":[0.9999344,0.0000154532,0.00001748393,0.0000047919,0.00001913441,0.000008554983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009495692,0.00004545038,0.9168701,0.00004660752,0.0001152725,0.0001137894,0.0009670939,0.01174755,0.01858389,0.0004448547,0.0008755574,0.05009482],"study_design_scores_gemma":[0.000001156032,0.00001396613,0.9863828,0.000005835021,0.00001766824,0.00001496359,0.0004573466,0.01092416,0.001105536,0.00006980533,0.001002166,0.000004545606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979953,0.00004112641,0.0006069959,0.00004218457,0.000001114282,0.000003426853,0.0003607795,0.000009465688,0.0009396703],"genre_scores_gemma":[0.9965692,0.0001469109,0.00156144,0.000007849708,0.000002194693,0.000006003566,0.0005060838,0.000006000412,0.001194444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8868609,"threshold_uncertainty_score":0.2249611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009526022591316786,"score_gpt":0.2183316628776408,"score_spread":0.208805640286324,"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."}}