{"id":"W7161793787","doi":"10.82308/12832","title":"Permafrost-active layer dynamics and feedbacks with climate forcing in ice-richclimate forcing in ice-rich sediments, Fosheim Peninsula, Ellesmere Island, Nunavut","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forcing (mathematics); Arctic; Air temperature; Radiative forcing","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":[0.0001102883,0.00021891,0.0002333193,0.0002474713,0.0005306843,0.0006605293,0.0003692567,0.0002589493,0.001690875],"category_scores_gemma":[0.0002560052,0.0002627008,0.0002443278,0.0002306074,0.0003972464,0.0002549201,0.000402133,0.0002070511,0.0001499359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123916,"about_ca_system_score_gemma":0.001342797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4029463,"about_ca_topic_score_gemma":0.5316162,"domain_scores_codex":[0.9999619,0.000003964993,0.000003464597,0.00001417129,0.000004942543,0.00001161208],"domain_scores_gemma":[0.9999093,0.00001579942,0.00001439472,0.000006019817,0.00002488899,0.00002955759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004450595,0.000139667,0.9078474,0.0001044289,0.0002035787,0.0006475468,0.001607962,0.02441042,0.05537027,0.0007831302,0.0008981811,0.007542341],"study_design_scores_gemma":[0.00002783466,0.00001810896,0.9899625,0.000009747513,0.0000248781,0.00002875788,0.0004588952,0.007696626,0.0009147813,0.0001242528,0.0007214768,0.00001196351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991002,0.00005124601,0.00004428413,0.00004399787,0.000003433448,0.00000264861,0.0002058501,0.00001010877,0.0005382274],"genre_scores_gemma":[0.9994088,0.00003772864,0.00005358446,0.00001132204,0.000001726306,0.000003611706,0.0001420301,0.000004520729,0.0003366482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5970538,"threshold_uncertainty_score":0.8012017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736583422298595,"score_gpt":0.2439772381312705,"score_spread":0.2266114039082846,"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."}}