{"id":"W7104459171","doi":"10.71781/13107","title":"Impacts of mineral dust on subarctic ecosystems at Lhù’ààn Mân’ (Yukon Territory, Canada)","year":2025,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subarctic climate; Food supply; Environmental factor; Western europe","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001306763,0.0002270367,0.0002168364,0.0005563953,0.00158658,0.001014961,0.0004432305,0.0003297039,0.0008345608],"category_scores_gemma":[0.0002167546,0.0001508869,0.0002385101,0.001012524,0.0006948453,0.0002255361,0.0007037313,0.0002216954,0.00008822128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160365,"about_ca_system_score_gemma":0.01114411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753014,"about_ca_topic_score_gemma":0.991482,"domain_scores_codex":[0.9998405,0.00001682661,0.000005485179,0.00002697321,0.0000287727,0.00008141794],"domain_scores_gemma":[0.9997693,0.00001692899,0.00002858923,0.000007280987,0.00009762323,0.00008027466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385506,0.00004157431,0.9845884,0.0000606464,0.00008265966,0.0004141986,0.001653715,0.0008246718,0.005565715,0.0001560408,0.0004501418,0.006023583],"study_design_scores_gemma":[0.000002868742,0.00001018545,0.9968035,0.000005777807,0.000009632677,0.00002668529,0.002242018,0.0003058899,0.0001629188,0.00001691313,0.0004098318,0.000003745019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992181,0.00007860983,0.00001492083,0.00004551749,0.000001403234,0.000004508114,0.0002409417,0.000003305714,0.0003926037],"genre_scores_gemma":[0.9988683,0.0001495504,0.00008105552,0.00002523533,8.145902e-7,0.000004989732,0.0002098496,0.000001720865,0.0006585071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469862,"threshold_uncertainty_score":0.08419079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956994048547126,"score_gpt":0.2736935747478458,"score_spread":0.2341236342623746,"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."}}