{"id":"W4415313268","doi":"10.1016/j.rse.2025.115087","title":"The next Landsat: Mission turning point?","year":2025,"lang":"en","type":"article","venue":"Remote Sensing of Environment","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada","funders":"","keywords":"Earth observation; Context (archaeology); Satellite; Earth observation satellite; Successor cardinal; Thermal infrared; Spectral bands; Radiometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001663763,0.0003200358,0.0001490962,0.000480725,0.0008169533,0.00233687,0.0007083704,0.000948925,0.0368032],"category_scores_gemma":[0.001356438,0.000142109,0.0001817243,0.0006905599,0.000452741,0.003419081,0.00115514,0.001333964,0.02433906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009680239,"about_ca_system_score_gemma":0.001483762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008784263,"about_ca_topic_score_gemma":0.01422553,"domain_scores_codex":[0.9994733,0.00007743013,0.00001603187,0.00007446333,0.0002348293,0.0001239328],"domain_scores_gemma":[0.9991211,0.00003676156,0.00004104464,0.00009517708,0.0003451077,0.0003606262],"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":[0.0001010724,0.00004545382,0.002096652,0.0001028163,0.000004591558,0.0001017146,0.0002262829,0.0001396582,0.002566672,0.01766925,0.8804232,0.09652255],"study_design_scores_gemma":[0.000007923609,0.00002500583,0.001973713,0.00004975926,0.00000180012,0.00006115622,0.0001662018,0.0002020348,0.0007233139,0.002002859,0.9947742,0.00001204209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03247558,0.006463919,0.03623126,0.1192819,0.01522086,0.0005934449,0.04054787,0.02125428,0.727931],"genre_scores_gemma":[0.2305211,0.008792986,0.1340631,0.04676399,0.005912249,0.000454175,0.1275027,0.009402149,0.4365877],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0368032,"threshold_uncertainty_score":0.1231189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103747225775482,"score_gpt":0.2173151928024852,"score_spread":0.206940470224937,"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."}}