{"id":"W7000685926","doi":"","title":"Geophysical features of permafrost in the Canadian Beaufort Sea","year":2015,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Beaufort sea; Arctic; Sea ice; Thermokarst; The 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291253,0.000134569,0.0001515487,0.00009853511,0.0003238656,0.0001048149,0.0003390979,0.00006927715,0.0001875234],"category_scores_gemma":[0.0001642943,0.00009393953,0.00004844779,0.0003272245,0.0003267685,0.0004647593,0.00002186573,0.0002231173,0.00007567451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004240955,"about_ca_system_score_gemma":0.0009302063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7907696,"about_ca_topic_score_gemma":0.9573841,"domain_scores_codex":[0.9986078,0.00007770698,0.0002244823,0.0002129888,0.0005833897,0.0002936213],"domain_scores_gemma":[0.9991491,0.0001368865,0.00005584549,0.0003050166,0.0001181951,0.0002349288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006984789,0.00003768006,0.9761575,0.00002455082,0.00001222479,0.0003787666,0.001244624,0.0002660177,0.00009967231,0.005694753,0.01564285,0.000371469],"study_design_scores_gemma":[0.0002486969,0.00005897184,0.8990539,0.00004676916,0.00001414947,0.0002612334,0.0005896872,0.0002562614,0.0001880655,0.00021449,0.09890611,0.0001616744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883041,0.001187875,0.00000818399,0.001538516,0.002407598,0.0003125347,0.04617134,0.0000217367,0.06531122],"genre_scores_gemma":[0.9785063,0.00002452448,0.0000702377,0.0004395986,0.0007465939,0.00000375413,0.02012281,0.000002489467,0.00008371499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666145,"threshold_uncertainty_score":0.3830743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575511839310962,"score_gpt":0.2594532427909854,"score_spread":0.2136981243978758,"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."}}