{"id":"W4391512378","doi":"10.1007/s11258-023-01393-3","title":"Comparison of edge effects from well pads and industrial roads on mixed upland boreal forest vegetation in Alberta","year":2024,"lang":"en","type":"article","venue":"Plant Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Office of Energy Research and Development; Natural Resources Canada; U.S. Forest Service","keywords":"Taiga; Applied ecology; Plant ecology; Vegetation (pathology); Biodiversity; Boreal; Ecology; Environmental science; Geography; Agroforestry; Forestry; Physical geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918588,0.0002438958,0.0002231239,0.001101415,0.0007246027,0.0007649747,0.0004384671,0.0001660673,0.0007179022],"category_scores_gemma":[0.000651362,0.0001248513,0.0001986186,0.000982116,0.0006073675,0.0002006407,0.0005082597,0.000132981,0.00006088314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101063,"about_ca_system_score_gemma":0.001302865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5989466,"about_ca_topic_score_gemma":0.9034802,"domain_scores_codex":[0.9996767,0.00004000626,0.00001443504,0.00005720874,0.0001100506,0.0001016483],"domain_scores_gemma":[0.9993172,0.0001212041,0.0001654716,0.00003141115,0.0001603463,0.0002044537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003187719,0.00005316712,0.9876432,0.00002280724,0.0000631041,0.0001688468,0.000504953,0.0006154529,0.005050363,0.00005881759,0.0001086012,0.005391947],"study_design_scores_gemma":[0.000001167353,0.00001242189,0.9993883,0.00000145966,0.000005914076,0.00001297992,0.0002987705,0.0001214191,0.0000726369,0.000004919831,0.00007849046,0.00000145293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995659,0.0000346333,0.00002808447,0.00000375774,5.816492e-7,0.000002226655,0.00007037265,0.000002587968,0.0002918073],"genre_scores_gemma":[0.9995777,0.00002817828,0.00007644485,0.000004858322,7.378988e-7,0.000001622163,0.0001582169,0.000001248359,0.0001510727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010534,"threshold_uncertainty_score":0.8068305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143420161623575,"score_gpt":0.2334427427758617,"score_spread":0.222008541159626,"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."}}