{"id":"W4403667328","doi":"10.22621/cfn.v137i4.3057","title":"Description of a relict aspen parkland-associated grassland in the Peace River region of British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia","funders":"","keywords":"Grassland; Geography; Archaeology; Forestry; Agroforestry; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001098625,0.0003113197,0.0001702772,0.003105518,0.004843244,0.001408878,0.0008271707,0.0003578876,0.003320418],"category_scores_gemma":[0.0003362725,0.0002024961,0.0001506388,0.00443762,0.000749959,0.0002567948,0.0008535189,0.0004498344,0.0003367054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01347565,"about_ca_system_score_gemma":0.01628776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873246,"about_ca_topic_score_gemma":0.9980356,"domain_scores_codex":[0.9997361,0.000009265257,0.00001249508,0.00003306155,0.00008835218,0.0001207599],"domain_scores_gemma":[0.999589,0.00001461559,0.00003882643,0.000009238865,0.0002065011,0.0001417803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009641574,0.00009402558,0.818526,0.0004866406,0.00005577189,0.008733585,0.01143006,0.0005516375,0.009610633,0.002063324,0.02364109,0.1247108],"study_design_scores_gemma":[0.000002648587,0.00001303788,0.962227,0.0001120492,0.00001135442,0.001406137,0.008120211,0.0001966201,0.0002456614,0.00006448913,0.02758547,0.00001522145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299311,0.004426907,0.0009703081,0.0006214118,0.00006872553,0.0003826883,0.01025167,0.0000845149,0.05326258],"genre_scores_gemma":[0.9764661,0.002285627,0.002048947,0.0003348896,0.00001404896,0.0001039831,0.004571831,0.00002330662,0.01415126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347565,"threshold_uncertainty_score":0.09777319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123358872446159,"score_gpt":0.1867821670555477,"score_spread":0.1755485783310861,"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."}}