{"id":"W2892361246","doi":"10.14430/arctic4729","title":"The Trans-Alaska Pipeline System Facilitates Shrub Establishment in Northern Alaska","year":2018,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation; National Science Foundation","keywords":"Tundra; Shrub; Permafrost; Arctic; Vegetation (pathology); Disturbance (geology); Physical geography; Environmental science; Pipeline (software); Ecology; Geography; Geology; Oceanography; Geomorphology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002296904,0.0001367091,0.0000825913,0.0005918169,0.0005802927,0.0004624856,0.0001253761,0.0001152598,0.001269918],"category_scores_gemma":[0.0004498269,0.0000886753,0.0001134395,0.0005608113,0.0003266166,0.0004204924,0.0005074588,0.0001296648,0.0001370128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129967,"about_ca_system_score_gemma":0.0004751434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08831031,"about_ca_topic_score_gemma":0.2729499,"domain_scores_codex":[0.9998606,0.0000272227,0.000008726058,0.00004141637,0.00003705511,0.00002489343],"domain_scores_gemma":[0.9997209,0.00002789398,0.0001277592,0.00001958025,0.00006176806,0.00004215226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009435067,0.0000424113,0.959025,0.00005320711,0.00004203905,0.0004935978,0.002478817,0.001251271,0.01305466,0.0001975811,0.0003554765,0.02291166],"study_design_scores_gemma":[5.479329e-7,0.00002157238,0.9964057,0.00001035387,0.000008949281,0.00007961792,0.001728626,0.0004614887,0.0004690437,0.00002824937,0.0007830777,0.000002672596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978077,0.00005211772,0.0001641685,0.00001342687,0.000002079536,0.000002339307,0.000105552,0.000009123791,0.001843631],"genre_scores_gemma":[0.9990467,0.00006510306,0.0003351482,0.000004612034,0.000001454953,0.000002826363,0.00008737589,0.000001784357,0.0004548983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08831031,"threshold_uncertainty_score":0.1755925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332181000776842,"score_gpt":0.2264382274635967,"score_spread":0.2031164174558283,"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."}}