{"id":"W6958508050","doi":"10.6084/m9.figshare.5686678","title":"Drivers of decomposition and the detrital invertebrate community differ across a hummock-hollow microtopology in Boreal peatlands","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decomposer; Boreal; Peat; Dominance (genetics); Species richness; Abiotic component; Invertebrate; Litter; Community structure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006098525,0.00006932103,0.0001210682,0.00001997896,0.0002495335,0.0000385456,0.0001555513,0.00007228824,0.0003042313],"category_scores_gemma":[0.00009841518,0.00005419217,0.00003012574,0.00002951829,0.00004297537,0.0001002779,0.00007673726,0.0001971165,0.000008699744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806653,"about_ca_system_score_gemma":0.000002759777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005387224,"about_ca_topic_score_gemma":0.001193264,"domain_scores_codex":[0.9996282,0.00005205887,0.0001024569,0.00004808682,0.00004281207,0.000126376],"domain_scores_gemma":[0.9996556,0.00007119217,0.00003917568,0.0001899257,0.00002405235,0.00002005834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002035579,0.0005835158,0.5670182,0.003863346,0.0005974911,0.0002104648,0.08987485,0.002952448,0.1652041,0.0006472358,0.1170479,0.04996486],"study_design_scores_gemma":[0.003878102,0.00005838489,0.9300452,0.0004906364,0.00001056812,0.00001488579,0.0002991438,0.0157174,0.04858348,0.0002196348,0.0004836198,0.000198871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890823,0.00004124772,0.000001921524,0.00003659472,0.00003406385,0.0001459318,0.009689608,0.00002163203,0.0009466457],"genre_scores_gemma":[0.9916072,0.000005636638,0.000009254244,0.00001754562,0.00002390249,0.00002294192,0.008299221,0.000007580911,0.000006726451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630271,"threshold_uncertainty_score":0.3331119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191777214334331,"score_gpt":0.2777246124246006,"score_spread":0.2585468909911675,"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."}}