{"id":"W4285221202","doi":"10.4095/330205","title":"Regional assessment of the presence of taliks below Arctic lakes, Nunavut","year":2022,"lang":"en","type":"report","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Arctic; The arctic; Oceanography; Physical geography; Environmental science; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004801359,0.0003017066,0.0001868855,0.001242144,0.0009636318,0.0007452001,0.0006302209,0.0002144391,0.0007722585],"category_scores_gemma":[0.0005746273,0.0001960579,0.0002226062,0.001310495,0.0002992663,0.0002062432,0.0006749565,0.0001773657,0.0001759914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004168627,"about_ca_system_score_gemma":0.005647577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9282353,"about_ca_topic_score_gemma":0.9776308,"domain_scores_codex":[0.9998243,0.00002269166,0.00001055793,0.00003696246,0.00005548051,0.00004995096],"domain_scores_gemma":[0.9992705,0.00004428056,0.00007493167,0.00002489208,0.0004800231,0.0001053283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003460296,0.00006267337,0.976843,0.00009848668,0.00009975342,0.0002636077,0.001358775,0.002616095,0.004445705,0.0002648587,0.002577247,0.01102392],"study_design_scores_gemma":[0.000008745259,0.00002854582,0.9935328,0.00002067679,0.00002987091,0.00003764036,0.00235027,0.001362472,0.00066881,0.00002857163,0.001925143,0.000006506614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860282,0.0003078622,0.0002470943,0.00009359327,0.00001182923,0.0000539425,0.007911595,0.00002387326,0.005322059],"genre_scores_gemma":[0.9890104,0.0002259066,0.001025592,0.00002851632,0.000004476287,0.00004376819,0.004979735,0.000009283322,0.004672382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07176471,"threshold_uncertainty_score":0.1443746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592787892848719,"score_gpt":0.306453959740553,"score_spread":0.2205260808120658,"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."}}