{"id":"W3092330856","doi":"10.1007/s11104-020-04729-4","title":"Simplifying the protocol for the quantification of generalized soil fertility gradients in grassland community ecology","year":2020,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grassland; Soil fertility; Biomass (ecology); Ecosystem; Environmental science; Plant ecology; Soil water; Vegetation (pathology); Plant community; Grassland ecosystem; Festuca; Primary production; Ecology; Agronomy; Soil science; Poaceae; Biology; Ecological succession","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006841429,0.001469534,0.001772419,0.002406398,0.002217985,0.001856023,0.002485165,0.00192401,0.02393723],"category_scores_gemma":[0.02312728,0.001508576,0.002218105,0.002630487,0.001785619,0.001147508,0.002952285,0.005951721,0.0109252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009349665,"about_ca_system_score_gemma":0.003063459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964529,"about_ca_topic_score_gemma":0.007394277,"domain_scores_codex":[0.9938922,0.002212266,0.0008882141,0.00141664,0.0009715409,0.0006191344],"domain_scores_gemma":[0.9814938,0.005601523,0.0007176698,0.008836417,0.002813217,0.0005372936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001517801,0.0008803284,0.006662143,0.001682285,0.000387391,0.0009568546,0.001418867,0.005747451,0.6993859,0.04173648,0.02317626,0.2164483],"study_design_scores_gemma":[0.0009908463,0.001198691,0.04447046,0.0006467429,0.000532772,0.002358743,0.0005440899,0.05763612,0.5597258,0.06826048,0.2628399,0.0007953261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01169957,0.0001501293,0.9734077,0.0001849152,0.0005099958,0.003690935,0.003519097,0.004348563,0.002489047],"genre_scores_gemma":[0.02856595,0.0002309754,0.9407563,0.0004376706,0.0001138679,0.02114874,0.002931496,0.001544629,0.004270367],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02393723,"threshold_uncertainty_score":0.08007801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004280205795148,"score_gpt":0.2850165509950005,"score_spread":0.1845885304154857,"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."}}