{"id":"W3021926632","doi":"","title":"Assessing the Biometeorology of a Newly Established Reclamation Soil Cover in Fort McMurray, Alberta","year":2009,"lang":"en","type":"article","venue":"AGUSM","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Land reclamation; Biometeorology; Environmental science; Hydrology (agriculture); Cover (algebra); Forestry; Geography; Physical geography; Geology; Archaeology; Engineering; Geotechnical engineering","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":[0.0002950243,0.0002468007,0.0001829652,0.001004077,0.001141013,0.0009520126,0.0008784734,0.0003559472,0.0006431686],"category_scores_gemma":[0.0006919829,0.0001805244,0.0001248208,0.001282366,0.0006543756,0.0002743231,0.0004472003,0.0002826386,0.00009411089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357818,"about_ca_system_score_gemma":0.006739769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775214,"about_ca_topic_score_gemma":0.9949803,"domain_scores_codex":[0.9997292,0.00002308083,0.000007114527,0.0000381594,0.000115092,0.00008722612],"domain_scores_gemma":[0.9994641,0.0000606748,0.00007545882,0.00001770952,0.000279473,0.000102584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003522549,0.0001247715,0.9655875,0.00003363319,0.00005057552,0.0004903171,0.001436339,0.003723509,0.004770209,0.0003563681,0.000829647,0.02224484],"study_design_scores_gemma":[0.000006712671,0.00003162296,0.9931919,0.000008385663,0.00001237809,0.00003597157,0.001526977,0.003546531,0.0005261254,0.00003282137,0.001073912,0.000006714348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99788,0.00006771034,0.0001280954,0.00005328373,0.00000214159,0.00001073191,0.0002536883,0.00001081445,0.00159369],"genre_scores_gemma":[0.9983755,0.00005579912,0.000243397,0.00001431704,0.00000132634,0.000003294832,0.0001770447,0.000001871739,0.001127275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247858,"threshold_uncertainty_score":0.09851706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134371558012292,"score_gpt":0.2435298005239873,"score_spread":0.2321860849438644,"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."}}