{"id":"W2034165583","doi":"10.1007/s11104-012-1307-3","title":"The effects of snowpack properties and plant strategies on litter decomposition during winter in subalpine meadows","year":2012,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"Snowpack; Environmental science; Subalpine forest; Snow; Plant litter; Ecosystem; Atmospheric sciences; Litter; Ecology; Biology; Geography; Geology; Meteorology","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":[0.0002837497,0.000251337,0.0002588254,0.0004452188,0.0004560789,0.000549237,0.0002498961,0.0003319618,0.0009319654],"category_scores_gemma":[0.0006344574,0.0002378493,0.0002798097,0.00026852,0.000396358,0.0003094793,0.0003706089,0.0001994695,0.0001110546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005329181,"about_ca_system_score_gemma":0.0004064411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03117307,"about_ca_topic_score_gemma":0.1298185,"domain_scores_codex":[0.9999245,0.00001651025,0.000005625703,0.00001927247,0.000007950146,0.00002612825],"domain_scores_gemma":[0.9994419,0.0001529893,0.0001568743,0.00002439423,0.00003640287,0.0001872676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001968242,0.0001601038,0.9575326,0.00003527392,0.0001601361,0.0001820654,0.0007597005,0.0003762591,0.03398661,0.00005878059,0.0000803299,0.004699856],"study_design_scores_gemma":[0.000002054852,0.00002893784,0.9995938,9.231399e-7,0.000005055754,0.00001757864,0.0000877833,0.000111394,0.0001228171,0.000009979662,0.00001861419,0.000001117703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998685,0.00003415492,0.00001352688,0.000004029996,4.448625e-7,5.51756e-7,0.00002214951,7.274113e-7,0.00005585411],"genre_scores_gemma":[0.9997118,0.00002445076,0.00004025433,0.000006769082,0.000001554905,0.000001794187,0.00007935068,0.000001599329,0.0001324538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03117307,"threshold_uncertainty_score":0.06198329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614318418976889,"score_gpt":0.2125636499353369,"score_spread":0.186420465745568,"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."}}