{"id":"W4393091991","doi":"10.1111/rec.14144","title":"Episodic deterioration of plant diversity in rich fens with or without in situ oil sands exploration disturbance","year":2024,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum; Université de Sherbrooke; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Alberta","keywords":"Disturbance (geology); Environmental science; Oil sands; In situ; Geology; Geography; Geomorphology; Archaeology; Asphalt","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002790185,0.0001789397,0.0002992335,0.0007059584,0.0005699348,0.0004616862,0.0003742975,0.0002561097,0.0006494611],"category_scores_gemma":[0.0006316584,0.0001203204,0.0001922202,0.0004809496,0.0005725785,0.000257706,0.0004808765,0.0002339548,0.00008243504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317218,"about_ca_system_score_gemma":0.0006673094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05082661,"about_ca_topic_score_gemma":0.2138404,"domain_scores_codex":[0.9998022,0.00001404262,0.00001240295,0.00005216137,0.00004190656,0.00007730595],"domain_scores_gemma":[0.9993922,0.00006084704,0.0002324525,0.00004782726,0.0001054411,0.0001613207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002018885,0.00007590908,0.9830153,0.0000195082,0.00004424179,0.0003193802,0.0007793306,0.0001290009,0.01179481,0.00002479466,0.00005933014,0.003536655],"study_design_scores_gemma":[5.508701e-7,0.00002400057,0.9994349,0.000001053552,0.000002840664,0.00003234765,0.0002344383,0.00004301283,0.0001550409,0.000004161742,0.00006665039,0.00000102263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998232,0.00001613218,0.0000226878,0.000002139923,5.990913e-7,0.000001410551,0.00004033221,0.000001527676,0.00009198169],"genre_scores_gemma":[0.9996417,0.00001218164,0.00005216433,0.000005071183,0.000001112049,0.000003168161,0.0001464268,6.378338e-7,0.0001375703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05082661,"threshold_uncertainty_score":0.1010615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176172971597225,"score_gpt":0.2399036688502255,"score_spread":0.2181419391342532,"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."}}