{"id":"W3104455875","doi":"10.3808/jeil.202000037","title":"A Review of Methods Used to Measure Treeline Migration and Their Application","year":2020,"lang":"en","type":"review","venue":"Journal of Environmental Informatics Letters","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Environmental science; Computer science; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009831507,0.0002430251,0.001110395,0.0001727243,0.00003129072,0.00002467962,0.0002550456,0.00007356191,0.00007387328],"category_scores_gemma":[0.00009645343,0.0001576284,0.0002719461,0.0001659761,0.00005392983,0.0002436104,0.00002514939,0.0002608458,0.00003078055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930497,"about_ca_system_score_gemma":0.00003590518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007678817,"about_ca_topic_score_gemma":0.00001041249,"domain_scores_codex":[0.9978961,0.0002364643,0.001420649,0.00007812888,0.0002436879,0.0001249844],"domain_scores_gemma":[0.9977352,0.0003486539,0.001589168,0.0001626873,0.00000876169,0.0001555459],"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":[0.0000111453,0.000007424509,0.00009330407,0.01446434,0.00007681068,0.000001088585,0.0002629879,0.00002937895,0.00006557011,1.570447e-7,0.0004012781,0.9845865],"study_design_scores_gemma":[0.0001003307,0.0001409712,0.0003551054,0.01798479,0.0003106354,0.0001870213,0.00009036099,0.0001731797,0.00001517512,0.000001011826,0.9804807,0.0001607121],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003549532,0.9940876,0.004259313,0.0005359816,0.00005847469,0.0004586653,0.0002235299,0.000004307034,0.0000172109],"genre_scores_gemma":[0.00005000342,0.9827534,0.01580115,0.001234715,0.00005843097,0.000001803447,0.00009239638,0.00000704806,0.000001077055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9844258,"threshold_uncertainty_score":0.64279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092533174625127,"score_gpt":0.3070779835094398,"score_spread":0.2561526517631886,"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."}}