{"id":"W2012146990","doi":"10.1139/x09-085","title":"Assessing dendroecological methods to reconstruct defoliator outbreaks on <i>Nothofagus pumilio</i> in northwestern Patagonia, Argentina","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dendrochronology; Nothofagus; Ecology; Outbreak; Biology; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004504003,0.0001815476,0.0003739513,0.001729053,0.0003029775,0.0004823109,0.0007054823,0.0001449007,0.0006874997],"category_scores_gemma":[0.001421805,0.0001473523,0.0001140394,0.000965042,0.0001656328,0.0004026663,0.00001190744,0.0009640247,0.0001901448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498902,"about_ca_system_score_gemma":0.001946924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02054406,"about_ca_topic_score_gemma":0.6673697,"domain_scores_codex":[0.9963052,0.001047685,0.0005856999,0.0003079055,0.0005666659,0.001186824],"domain_scores_gemma":[0.9965791,0.001142601,0.0001333538,0.0002691328,0.0002345053,0.001641366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011946,0.00001961607,0.8224409,0.000005987022,0.000007026124,0.001630034,0.0001144528,0.001029178,0.00003981286,0.00003433117,0.0002674985,0.17431],"study_design_scores_gemma":[0.0003153411,0.00108143,0.9907957,0.0001291193,0.000004830888,0.0004730159,0.000243059,0.00009716464,0.0002125856,0.0007679449,0.005722923,0.000156883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940954,0.0004436742,0.00006498936,0.001284953,0.000404136,0.0001984939,0.0000453111,0.000007472953,0.003455555],"genre_scores_gemma":[0.9921739,0.00002424718,0.007214711,0.0003209411,0.000167611,8.633519e-7,0.000007052466,0.000007030846,0.00008365801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6468257,"threshold_uncertainty_score":0.9859782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09387831041345318,"score_gpt":0.3853564280285736,"score_spread":0.2914781176151204,"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."}}