{"id":"W3199347971","doi":"10.1002/ieam.4519","title":"A synthetic review of terrestrial biological research from the Alberta oil sands region: 10 years of published literature","year":2021,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cumulative Environmental Management Association; University of Victoria; University of Alberta; Alberta Environment and Protected Areas","funders":"","keywords":"Environmental resource management; Oil sands; Wildlife; Environmental science; Resource (disambiguation); Geography; Geospatial analysis; Stressor; Environmental planning; Ecology; Cartography; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006101502,0.001151718,0.001805137,0.0352042,0.001362951,0.004316698,0.001455669,0.001528105,0.004863395],"category_scores_gemma":[0.02266503,0.0006781201,0.001677801,0.03717749,0.001417759,0.002133265,0.001513626,0.0013463,0.0009094996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333241,"about_ca_system_score_gemma":0.04866207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1794829,"about_ca_topic_score_gemma":0.3474142,"domain_scores_codex":[0.996627,0.0005585632,0.0007756872,0.0004242073,0.001349553,0.0002650453],"domain_scores_gemma":[0.969557,0.01427845,0.002817093,0.0005308476,0.01190023,0.0009164303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002337668,0.00005774523,0.004197003,0.3087281,0.001153333,0.00073805,0.002932672,0.0009745299,0.001805879,0.006337074,0.09940092,0.5734408],"study_design_scores_gemma":[0.00001685151,0.00007471936,0.01811179,0.3231151,0.002365015,0.0004571853,0.002136899,0.0001301928,0.0003357855,0.001419191,0.6517619,0.00007536323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009142359,0.99305,0.0002304277,0.001879111,0.0008413204,0.00002555105,0.0007852895,0.00001627805,0.002257811],"genre_scores_gemma":[0.007800182,0.988009,0.0007011158,0.001323483,0.0004366951,0.00004487137,0.0009365469,0.00001587323,0.0007322751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9647958,"threshold_uncertainty_score":0.3568763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346901110056758,"score_gpt":0.3132254765460753,"score_spread":0.2785353655403995,"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."}}