{"id":"W3174695773","doi":"10.1111/rec.13468","title":"Seismic line edge effects on plants, lichens and their environmental conditions in boreal peatlands of Northwest Alberta (Canada)","year":2021,"lang":"en","type":"article","venue":"Restoration Ecology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada","keywords":"Peat; Lichen; Woodland caribou; Boreal; Environmental science; Habitat; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007105691,0.0001177906,0.0002119938,0.00004064877,0.00007614595,0.000005085508,0.00006561904,0.0001070823,0.0002767668],"category_scores_gemma":[0.00003798625,0.0001059245,0.00002037769,0.0000729715,0.00009813613,0.00005626515,0.00006863536,0.0001155166,0.00001233937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188506,"about_ca_system_score_gemma":0.00006995035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03279616,"about_ca_topic_score_gemma":0.8733817,"domain_scores_codex":[0.9991497,0.0001186704,0.0002023611,0.0002489946,0.00008069991,0.0001995614],"domain_scores_gemma":[0.9993431,0.0003541275,0.00008007031,0.0001465918,0.000002788741,0.00007331966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002776244,0.0001354054,0.993896,0.000006590613,0.00001102559,0.00004357579,0.0001824938,0.001036922,0.002596722,0.0000417373,0.001490929,0.0005308063],"study_design_scores_gemma":[0.0007205518,0.0002781705,0.9904453,0.000005982733,0.000006024886,0.00004280082,0.00006757407,0.001798287,0.002220905,0.00009128711,0.004221292,0.0001018336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971308,0.00002587665,0.00001076746,0.0008397569,0.0001205045,0.0001256392,0.00008663222,0.000004716846,0.001655345],"genre_scores_gemma":[0.9979987,0.00008766617,0.00001298209,0.0005032563,0.00003897753,0.00002368034,0.001072104,0.000007426218,0.0002552316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8405856,"threshold_uncertainty_score":0.9736446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004859604775085721,"score_gpt":0.1964851446194061,"score_spread":0.1916255398443203,"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."}}