{"id":"W7106012525","doi":"10.7939/83248","title":"Influence of edge effects on forest structure adjacent to oil sands disturbances in boreal forests","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snag; Oil sands; Taiga; Coarse woody debris; Boreal; Enhanced Data Rates for GSM Evolution; Disturbance (geology); Forest structure; Land reclamation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896682,0.0001599353,0.0001450177,0.0006256624,0.0005661055,0.0008018635,0.000313493,0.0001400795,0.0007642261],"category_scores_gemma":[0.0004521096,0.00009109701,0.000152476,0.0005713982,0.0005854565,0.0001834218,0.0005037251,0.0001396931,0.00006284388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219903,"about_ca_system_score_gemma":0.001237214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4551534,"about_ca_topic_score_gemma":0.847728,"domain_scores_codex":[0.9998078,0.00002068922,0.000008655497,0.00004057282,0.00005006254,0.0000722793],"domain_scores_gemma":[0.9996669,0.00006000606,0.0001057425,0.00001747226,0.00006451774,0.0000854801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001345135,0.00002599556,0.987269,0.00001563344,0.00002827761,0.0001633538,0.0006136593,0.0006525809,0.003855091,0.00008205645,0.0001071267,0.007052686],"study_design_scores_gemma":[5.400701e-7,0.000006077777,0.9992635,0.000001984452,0.000002806087,0.00001264789,0.0004329499,0.0000966222,0.00006744191,0.000007742919,0.0001062603,0.000001405626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9991756,0.00003581501,0.00004956632,0.000006812721,8.098354e-7,0.000002036353,0.00009144611,0.000003084202,0.0006347316],"genre_scores_gemma":[0.9995106,0.00003580434,0.00009654366,0.000005686824,8.331915e-7,0.0000017279,0.0001230665,0.000001349185,0.0002243824],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5448467,"threshold_uncertainty_score":0.9050082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004095466102665861,"score_gpt":0.1698587619385218,"score_spread":0.1657632958358559,"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."}}