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\\nAnalysis of Retrogressive Thaw Slump
\\nDynamics in the Russian High Arctic","year":2022,"lang":"en","type":"dissertation","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Thermokarst; Slumping; Table (database); Arctic","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":[0.0003712902,0.000141475,0.0001374608,0.0005634132,0.0001922167,0.0004799012,0.0001997503,0.0001729648,0.00071738],"category_scores_gemma":[0.0006216031,0.00008081537,0.0002836385,0.0008557478,0.0001371363,0.0002377556,0.0002853606,0.0002377608,0.0002451604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483731,"about_ca_system_score_gemma":0.0005180728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2001396,"about_ca_topic_score_gemma":0.2363698,"domain_scores_codex":[0.9998736,0.00001579943,0.0000144362,0.00004354872,0.00002620318,0.00002641197],"domain_scores_gemma":[0.9995877,0.0000663359,0.0001181156,0.00004102471,0.0001437962,0.00004304029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621687,0.00004455672,0.9802644,0.00007248046,0.0001698225,0.0001329862,0.0003863539,0.002506474,0.001802831,0.0002674834,0.003029419,0.01116103],"study_design_scores_gemma":[0.00000221486,0.000008335389,0.9961844,0.00001166157,0.00002240456,0.00001362307,0.0002503855,0.002166294,0.0001767576,0.00002077104,0.001138273,0.00000492446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887602,0.0001930579,0.000221037,0.00008831007,0.00002066382,0.000003839843,0.009384762,0.00002414788,0.001304016],"genre_scores_gemma":[0.9862213,0.0002663033,0.0002914698,0.00001839374,0.00001299091,0.000007146703,0.01257904,0.000005828426,0.0005976448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2001396,"threshold_uncertainty_score":0.3979494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518948243682766,"score_gpt":0.2512971222512831,"score_spread":0.2361076398144555,"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."}}