{"id":"W3096347968","doi":"10.1130/abs/2020am-357781","title":"CHARACTERIZATION OF PERMAFROST CORES FROM THE INUVIK-TUKTOYAKTUK CORRIDOR","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Permafrost; Geology; Remote sensing; Characterization (materials science); Materials science; Oceanography; Nanotechnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000608826,0.0001945605,0.0003459433,0.000007517867,0.00005056941,0.00001907117,0.0003036905,0.0002128445,0.00005386832],"category_scores_gemma":[0.00007102947,0.0001196639,0.0001235961,0.0003349339,0.0005349774,0.00007283765,0.00005839443,0.0004182546,0.000008084006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001369396,"about_ca_system_score_gemma":0.00001734206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756966,"about_ca_topic_score_gemma":0.000001213292,"domain_scores_codex":[0.9989939,0.00001336793,0.0003419872,0.0001839178,0.0002069489,0.0002598228],"domain_scores_gemma":[0.9993827,0.0001270197,0.0001678012,0.0001897363,0.00006750109,0.00006529344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003595998,0.0005947169,0.05387474,0.0004892566,0.001509681,0.00002746177,0.009007082,0.1408873,0.2319027,0.0001622756,0.005608077,0.5555771],"study_design_scores_gemma":[0.003584511,0.00598323,0.5757993,0.0005866553,0.0004394655,0.00001759851,0.009334089,0.1390837,0.1633337,0.0002569637,0.09946442,0.00211636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990909,0.0001009615,0.006166786,0.001545238,0.00006800678,0.0003250382,0.00009262755,0.0006170748,0.0001752706],"genre_scores_gemma":[0.9912086,0.0001305728,0.008068266,0.0002388905,0.00009949778,0.00002767166,0.0001998168,0.00002045241,0.000006244209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534608,"threshold_uncertainty_score":0.487975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134007542510943,"score_gpt":0.2011940557283263,"score_spread":0.1798539803032168,"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."}}