{"id":"W7085583365","doi":"10.6084/m9.figshare.28001726","title":"Data and R code for the manuscript:Oli et al. (2025) Demographic mechanisms of snowshoe hare population cycles in Yukon, Canada. To be published in Journal of Animal Ecology.","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data file; Population; Code (set theory); Vital rates; Elasticity (physics); Matrix (chemical analysis)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006210606,0.0002017725,0.0004815993,0.0004677819,0.00005801536,0.00006430501,0.0006608778,0.0002006125,0.002533315],"category_scores_gemma":[0.007122278,0.0001679805,0.00004601236,0.0003641924,0.000005325518,0.0002381209,0.0002991322,0.0003334525,2.589088e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035691,"about_ca_system_score_gemma":0.000453873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01097238,"about_ca_topic_score_gemma":0.8754781,"domain_scores_codex":[0.9982188,0.0001170842,0.0008811418,0.0002731282,0.0003154958,0.0001943841],"domain_scores_gemma":[0.9974006,0.0009218602,0.0007503832,0.0005830073,0.0002888461,0.00005523603],"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":[0.00005112679,0.00003933261,0.0003014421,0.0007483878,0.00002952349,0.000004954252,0.0000245038,0.00008202004,0.000001199494,0.0001691865,0.998421,0.0001273526],"study_design_scores_gemma":[0.0006919511,0.00008629219,0.0557578,0.002612049,0.00009718923,0.00001045977,0.00009969826,0.003706979,0.000006895403,0.002866643,0.9338315,0.0002326021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003590363,0.0001370281,0.00003276772,0.003793144,0.0001489588,0.0008158173,0.9947051,0.000004471396,0.000003628656],"genre_scores_gemma":[0.002783034,0.00001894369,0.001165161,0.001164637,0.0000272967,0.00007916897,0.9947379,0.00001231128,0.00001152808],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8645057,"threshold_uncertainty_score":0.9983785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167807963423808,"score_gpt":0.3572255014183288,"score_spread":0.2404447050759479,"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."}}