{"id":"W4378672581","doi":"10.32920/23257202.v1","title":"Perma","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Permafrost; Exhibition; Anthropocene; Arctic; Narrative; Climate change; Indigenous; The arctic; Scale (ratio); Geography; Physical geography; History; Sociology; Environmental ethics; Archaeology; Art; Cartography; Ecology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007298138,0.0007120119,0.0003861639,0.001231445,0.005108591,0.005884438,0.001284587,0.001607389,0.5202823],"category_scores_gemma":[0.00177396,0.0003763617,0.0003736695,0.001508225,0.001695819,0.002236121,0.003297593,0.001611009,0.2465052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007123499,"about_ca_system_score_gemma":0.009667692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3320961,"about_ca_topic_score_gemma":0.4440973,"domain_scores_codex":[0.9991242,0.00004826815,0.00002026304,0.0001572526,0.0004651255,0.0001849314],"domain_scores_gemma":[0.9989698,0.00006094088,0.00004345403,0.000164692,0.0004889806,0.0002721098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001849655,0.00004076465,0.001335013,0.0002976925,0.00001039495,0.000340738,0.001432422,0.0001687335,0.002765139,0.05419351,0.772778,0.1664526],"study_design_scores_gemma":[0.000002508082,0.000002938829,0.0007657941,0.00002547004,0.000001118232,0.00005752969,0.0002115446,0.00004030866,0.0003331112,0.0008721921,0.9976825,0.000004987084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002615789,0.0007846294,0.001499341,0.003428426,0.001297459,0.00007194233,0.006816254,0.001992666,0.9814934],"genre_scores_gemma":[0.01488094,0.0005033183,0.001626665,0.0006258661,0.0001324799,0.00003920267,0.002461833,0.001101405,0.9786283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4797177,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947328269717248,"score_gpt":0.4829883360060011,"score_spread":0.2882555090342762,"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."}}