{"id":"W6948818869","doi":"10.5281/zenodo.11369242","title":"Data for \"Climate outweighs human effects on vegetation properties during the early-to-mid Holocene\"","year":2024,"lang":"en","type":"dataset","venue":"Socio-Environmental Systems Modeling","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vegetation (pathology); Workflow; Data file; Climate change; Pollen; Data set","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":[0.00104962,0.001155152,0.0008013807,0.001953034,0.0006546492,0.001376878,0.001691324,0.001120232,0.08316824],"category_scores_gemma":[0.005636155,0.000610024,0.0009442033,0.003680294,0.0003633491,0.001091619,0.001704283,0.001445675,0.04884863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099193,"about_ca_system_score_gemma":0.00165359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02504445,"about_ca_topic_score_gemma":0.04083649,"domain_scores_codex":[0.9994335,0.00009831093,0.00008204461,0.0001651619,0.000133422,0.00008748667],"domain_scores_gemma":[0.9979786,0.0005041502,0.0003244787,0.0004257052,0.0006023116,0.0001648099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006728851,0.00001654608,0.003465871,0.001076259,0.0000683496,0.00002581109,0.00007211057,0.0003375263,0.0002169941,0.0008778702,0.9910082,0.002767104],"study_design_scores_gemma":[0.0002632574,0.00001113896,0.02129914,0.0003244409,0.00004484996,0.00004815531,0.0001480979,0.0003430857,0.0004221296,0.001071052,0.9759906,0.00003407787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002473987,0.00003401335,0.0000752167,0.00005752211,0.00002631255,0.000008532239,0.9986571,0.0001387285,0.0007551598],"genre_scores_gemma":[0.001792327,0.00005990611,0.0005875689,0.00007764221,0.00001382049,0.0001746072,0.9953318,0.000135479,0.001826732],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08316824,"threshold_uncertainty_score":0.2782255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268511593365557,"score_gpt":0.223759312760223,"score_spread":0.1910741968265674,"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."}}