{"id":"W4210286725","doi":"10.1186/s13750-022-00257-z","title":"What are the effects of herbivore diversity on tundra ecosystems? A systematic review protocol","year":2022,"lang":"en","type":"review","venue":"Environmental Evidence","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Horizon 2020 Framework Programme; University of the Arctic","keywords":"Herbivore; Tundra; Ecosystem; Ecology; Terrestrial ecosystem; Abundance (ecology); Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000796884,0.0004229407,0.001752525,0.00005449939,0.0004415677,0.00007291742,0.001035787,0.00009717121,0.008515249],"category_scores_gemma":[0.0001831494,0.0002417525,0.0005232565,0.0001876867,0.000116572,0.0003970172,0.0003180352,0.0003973784,0.0008341115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985057,"about_ca_system_score_gemma":0.00002666714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118404,"about_ca_topic_score_gemma":0.0004608353,"domain_scores_codex":[0.9965531,0.001207296,0.000669087,0.0004588342,0.0008428021,0.0002689261],"domain_scores_gemma":[0.995518,0.002520755,0.001074424,0.0007903036,0.000002591549,0.00009390194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005304874,0.00002659002,0.0007173131,0.9871764,0.00005671381,0.00005750926,0.0001395502,6.689572e-7,8.590613e-8,2.679191e-7,0.000358678,0.01146091],"study_design_scores_gemma":[0.00005567766,0.0002356001,0.0001857439,0.8046288,0.0008908749,0.00006347598,0.0003096577,0.000004432234,3.151791e-7,0.000001723659,0.1933707,0.0002529614],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001496653,0.8869189,5.171674e-8,0.00002803483,0.0004051539,0.1120705,0.0005130029,0.00001129885,0.0000380826],"genre_scores_gemma":[0.00003463178,0.9812288,5.097072e-7,0.0003562027,0.00006133182,0.01776747,0.0003192959,0.00001113796,0.0002206283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.193012,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448533433273616,"score_gpt":0.294538341878972,"score_spread":0.2200530075462358,"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."}}