{"id":"W7128772092","doi":"10.5683/sp3/f0ynap","title":"KLUANE: Sheep Habitat Surveys, 2022","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Quadrat; Transect; Aerial survey; Habitat; Forage; Vegetation (pathology); National park; Plant cover; Belt transect","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":[0.0004973661,0.0008626892,0.0007713021,0.002811963,0.0005143299,0.001380631,0.001474318,0.0008687186,0.03519491],"category_scores_gemma":[0.002692412,0.0005211681,0.0004012503,0.00622103,0.000232401,0.0008843182,0.001451363,0.0006845213,0.0269913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373545,"about_ca_system_score_gemma":0.002249756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1061999,"about_ca_topic_score_gemma":0.2240942,"domain_scores_codex":[0.9995505,0.00004814059,0.00006293914,0.0001418222,0.0001054536,0.00009109797],"domain_scores_gemma":[0.9986761,0.0002185186,0.0001862192,0.0002438748,0.0005230302,0.0001522154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000741147,0.0000250407,0.009932307,0.0007449975,0.00004490477,0.0000603515,0.0001163613,0.000350817,0.0002133707,0.0004788424,0.9814973,0.006461518],"study_design_scores_gemma":[0.0001574311,0.00002157204,0.0578995,0.0003510888,0.00003868696,0.00009244769,0.0005111624,0.0007642072,0.0004523186,0.000697938,0.9389701,0.00004350662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003777043,0.00001890643,0.00003541672,0.00001497777,0.000003734854,0.000007367691,0.9990381,0.00007723995,0.000426611],"genre_scores_gemma":[0.001081064,0.00002226521,0.0001892885,0.0000117096,0.000001918264,0.00004958003,0.9981431,0.00002644094,0.0004747185],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8938001,"threshold_uncertainty_score":0.2111634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463827307418909,"score_gpt":0.3517722726834778,"score_spread":0.3071339996092887,"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."}}