{"id":"W4396894689","doi":"10.3354/esr01338","title":"Global research priorities for historical ecology to inform conservation","year":2024,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia; University of Waterloo; Simon Fraser University; University of Victoria","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Ecology; Geography; Environmental resource management; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09088138,0.001129933,0.001415265,0.006319387,0.008158717,0.0207831,0.002327162,0.005540543,0.01529441],"category_scores_gemma":[0.05925327,0.0006756049,0.0009373713,0.006929264,0.02128109,0.02964972,0.01785549,0.009096433,0.001234629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166271,"about_ca_system_score_gemma":0.03240293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347732,"about_ca_topic_score_gemma":0.008284787,"domain_scores_codex":[0.951561,0.0393479,0.002031431,0.002086265,0.002885296,0.002088092],"domain_scores_gemma":[0.9143655,0.05588375,0.003467822,0.009564741,0.009645114,0.00707306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007433591,0.000111825,0.004552151,0.001776246,0.0000647016,0.0002009464,0.03586195,0.001016215,0.0008450619,0.760102,0.02861031,0.1667842],"study_design_scores_gemma":[0.00001432696,0.00007063331,0.002804022,0.003590564,0.00005048647,0.0001157966,0.06226889,0.000631799,0.0004760965,0.5842644,0.3456593,0.00005357866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03214511,0.04909496,0.1669451,0.5614312,0.006305508,0.001751564,0.00125505,0.0004467954,0.1806247],"genre_scores_gemma":[0.5489385,0.04241304,0.3457528,0.04186341,0.002739354,0.003437199,0.001619853,0.0004281459,0.01280769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09088138,"threshold_uncertainty_score":0.4806324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1684691741189291,"score_gpt":0.3800391971416496,"score_spread":0.2115700230227205,"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."}}