{"id":"W3093028878","doi":"","title":"Mapping of Permafrost Landforms and Soils of Coastal Catchments Along the Yukon Coast, Northwest Canada","year":2018,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Landform; Geology; Soil water; Physical geography; Hydrology (agriculture); Thermokarst; Oceanography; Earth science; Geomorphology; Geography; Soil science","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":[0.0001740531,0.0002209143,0.0002446192,0.00162164,0.001415674,0.0009977729,0.0004961553,0.0002564117,0.0007180712],"category_scores_gemma":[0.0005641803,0.0001810878,0.0002451219,0.003076683,0.0004058008,0.0002427449,0.0006338907,0.0001388651,0.00009845327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006726454,"about_ca_system_score_gemma":0.0113648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809865,"about_ca_topic_score_gemma":0.9937197,"domain_scores_codex":[0.9998209,0.00001101606,0.00001314254,0.00004277883,0.00005126356,0.00006093599],"domain_scores_gemma":[0.9994956,0.00003567415,0.00005080794,0.00001622189,0.0003079332,0.00009385854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009605978,0.00003006535,0.9754563,0.00006577833,0.00007417716,0.0002134735,0.001999215,0.001155529,0.004222406,0.0002357743,0.0007681932,0.01568303],"study_design_scores_gemma":[0.000003528734,0.000004399201,0.9967854,0.00001518721,0.00001135285,0.00003000717,0.001592852,0.0006673872,0.0001353332,0.00001896532,0.0007309762,0.000004634334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974967,0.0001580741,0.0001190182,0.00003033781,0.000001426401,0.0000160348,0.001194371,0.00001097055,0.0009730406],"genre_scores_gemma":[0.9976363,0.0001343018,0.0004263507,0.00001390233,6.832519e-7,0.00001250841,0.0008655941,0.00000360115,0.000906666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901346,"threshold_uncertainty_score":0.0488041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234811978519907,"score_gpt":0.2222974556234492,"score_spread":0.1999493358382501,"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."}}