{"id":"W4390663404","doi":"10.3390/rs16020230","title":"Unrecorded Tundra Fires in Canada, 1986–2022","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of British Columbia; Canadian Forest Service","funders":"","keywords":"Tundra; Arctic; Physical geography; Environmental science; Climate change; Circumpolar star; Climatology; Taiga; Geography; Remote sensing; Geology; Forestry; Oceanography","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":[0.0005387959,0.0006282101,0.0003465007,0.00195082,0.001451172,0.001150611,0.001024569,0.0003136454,0.001215716],"category_scores_gemma":[0.001796106,0.0002623248,0.0006159751,0.00396237,0.0003580519,0.0003372009,0.0005782215,0.0005573146,0.0003636585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02518623,"about_ca_system_score_gemma":0.0223748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964504,"about_ca_topic_score_gemma":0.9981093,"domain_scores_codex":[0.9995158,0.00001700502,0.00002870252,0.0001068176,0.0001987782,0.000132923],"domain_scores_gemma":[0.9979694,0.00008643205,0.0001927726,0.00008934229,0.001438806,0.000223233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004807292,0.0001293257,0.8852145,0.0004019369,0.0004573156,0.000448522,0.0005448197,0.02216947,0.001589956,0.0008526685,0.04760128,0.04010941],"study_design_scores_gemma":[0.0000289385,0.00001054232,0.9673787,0.00008601385,0.00006713122,0.00009139576,0.0006820858,0.0116398,0.0008963032,0.0001214878,0.01896717,0.00003033784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6338562,0.00167373,0.0009988835,0.0005587671,0.00008386432,0.00007451688,0.3575149,0.0003206141,0.004918553],"genre_scores_gemma":[0.7430026,0.001265149,0.002135201,0.000242619,0.00002690053,0.00005440413,0.2494934,0.0000585176,0.003721234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518623,"threshold_uncertainty_score":0.1827397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005261511320036656,"score_gpt":0.1945917109322303,"score_spread":0.1893301996121936,"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."}}