{"id":"W4390615437","doi":"10.1111/avsc.12761","title":"Reflecting on two and a half decades of restoration ecology in <i>Applied Vegetation Science</i> (1998–2023)","year":2024,"lang":"en","type":"article","venue":"Applied Vegetation Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vegetation (pathology); Ecology; Environmental science; Geography; Restoration 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":[],"consensus_categories":[],"category_scores_codex":[0.002449422,0.0001652003,0.0001964277,0.0005631289,0.0005712155,0.0001110164,0.0002999587,0.00007026272,0.00001110628],"category_scores_gemma":[0.0001836665,0.0001584686,0.00002055548,0.003071942,0.002515512,0.0006057884,0.0001684505,0.0002201617,0.0001698831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663705,"about_ca_system_score_gemma":0.0001617369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004163206,"about_ca_topic_score_gemma":0.001518309,"domain_scores_codex":[0.9977309,0.00003665654,0.0004357855,0.0007960143,0.0006121536,0.0003884652],"domain_scores_gemma":[0.9991613,0.0003578966,0.0001694746,0.0001965452,0.00003380135,0.00008096336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005240724,0.00009586053,0.02218505,0.00008471507,0.000008693149,0.000004782703,0.008129818,0.04141971,0.6472411,0.2618774,0.00001944137,0.01888105],"study_design_scores_gemma":[0.001167572,0.0002839181,0.7452772,0.0001276187,0.00003670881,0.00001510295,0.001202693,0.1438151,0.04759762,0.05963566,0.0002853605,0.0005554437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390771,0.0000810597,0.0009171946,0.0002674315,0.0002934108,0.0004084282,6.124534e-7,0.00005712165,0.05889768],"genre_scores_gemma":[0.9958237,0.0000260491,0.003720104,0.0002554325,0.00002100116,0.00009893858,0.000002838609,0.000009831787,0.0000420578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7230922,"threshold_uncertainty_score":0.926851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530730302032994,"score_gpt":0.3325320526741872,"score_spread":0.3072247496538572,"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."}}