{"id":"W1606931280","doi":"10.7202/1000322ar","title":"Pingos of the Tuktoyaktuk Peninsula Area, Northwest Territories","year":2011,"lang":"en","type":"article","venue":"Géographie physique et Quaternaire","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Washington; U.S. Department of Energy","keywords":"Permafrost; Geology; Aggradation; Levelling; Geomorphology; Hydrology (agriculture); Geotechnical engineering; Structural basin; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006014582,0.0002955787,0.0001727909,0.0005794548,0.0008986964,0.0004695386,0.0002857554,0.0001544983,0.003948271],"category_scores_gemma":[0.0001397404,0.0001528559,0.0001054364,0.001151172,0.0003608421,0.0002671067,0.0005062449,0.0001285677,0.0003986778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079166,"about_ca_system_score_gemma":0.001407113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1453796,"about_ca_topic_score_gemma":0.3288641,"domain_scores_codex":[0.9999589,0.000002323734,0.000002554197,0.00001064267,0.000006515415,0.00001907276],"domain_scores_gemma":[0.9999416,0.000006278386,0.00001485538,0.000005559366,0.00000931,0.00002235089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000330684,0.0001614025,0.8710687,0.000402449,0.0001320379,0.005492184,0.004203294,0.001838347,0.01574364,0.001178332,0.002526684,0.0969222],"study_design_scores_gemma":[0.000009896644,0.00005196456,0.982787,0.00002770841,0.00002450242,0.0009510606,0.004317638,0.0005560517,0.0006656632,0.0001118547,0.01048675,0.000009978098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893834,0.0004454962,0.0003375818,0.0000422644,0.000007744911,0.00005317005,0.001667839,0.00003633578,0.008026161],"genre_scores_gemma":[0.9883006,0.0007088115,0.0007074879,0.00002860676,0.000004160649,0.00005797177,0.00258735,0.000009710773,0.007595342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546205,"threshold_uncertainty_score":0.2890667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04023289147755513,"score_gpt":0.2262796575190943,"score_spread":0.1860467660415392,"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."}}