{"id":"W3024604552","doi":"","title":"Predicting Occurrences of Retrogressive Thaw Slumps and their Implications on the Near Shore Carbon Budget Along the Yukon Coast, Canada","year":2016,"lang":"en","type":"article","venue":"AGUFM","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shore; Geology; Physical geography; Oceanography; Geography","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":[0.0002705441,0.0002791691,0.0002673944,0.001186351,0.001518952,0.001275857,0.0007325575,0.0004698777,0.001325965],"category_scores_gemma":[0.001263686,0.0002222656,0.0003621032,0.001953335,0.000450909,0.0003810052,0.0006901608,0.0003391183,0.0001494583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009475105,"about_ca_system_score_gemma":0.01160425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865639,"about_ca_topic_score_gemma":0.9945784,"domain_scores_codex":[0.9998222,0.0000148787,0.00001184969,0.00003830267,0.00002943379,0.00008344748],"domain_scores_gemma":[0.9992859,0.00008390861,0.00008552317,0.00001851845,0.0003883637,0.000137839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004605773,0.00001683593,0.9912532,0.00001982277,0.00004768369,0.0000805058,0.0004790437,0.002866162,0.0003948198,0.00009832576,0.0004589366,0.00423852],"study_design_scores_gemma":[0.000004288362,0.000006644523,0.9903689,0.00001805172,0.0000205059,0.00001739369,0.002598502,0.006286381,0.00008852185,0.00004430271,0.0005386928,0.00000770335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998149,0.00006370284,0.00008257104,0.0000623634,0.000002534476,0.000007750514,0.0009228472,0.00000733354,0.0007018583],"genre_scores_gemma":[0.9986481,0.0000815176,0.0001861458,0.00001250128,0.000001040957,0.000004543739,0.0005722981,0.000003748193,0.0004901488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343608,"threshold_uncertainty_score":0.06874704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957969167285631,"score_gpt":0.3102079689629886,"score_spread":0.2806282772901323,"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."}}