{"id":"W3183366538","doi":"10.1002/ecs2.3667","title":"Ecology of outbreak populations of the western spruce budworm","year":2021,"lang":"en","type":"article","venue":"Ecosphere","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Spruce budworm; Biology; Outbreak; Pupa; Larva; Ecology; Biological dispersal; Population density; Tortricidae; Lepidoptera genitalia; Population; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001123657,0.00007134938,0.0001568087,0.000003497246,0.00004344423,0.000004475588,0.0002163596,0.00005795732,0.004149613],"category_scores_gemma":[0.00006762475,0.00005501159,0.00007430438,0.0001960007,0.00007341675,0.0000677448,0.0002154739,0.00006792779,0.0004957896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006183765,"about_ca_system_score_gemma":0.00001742598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007808543,"about_ca_topic_score_gemma":0.02033035,"domain_scores_codex":[0.9992459,0.00008776141,0.000228787,0.0001520935,0.0001539635,0.0001315206],"domain_scores_gemma":[0.9993553,0.00005844139,0.0001462785,0.000398023,0.00001155665,0.00003043822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003243855,0.000103763,0.9757095,0.00003321682,0.0000133917,0.000004066545,0.0001916626,0.001107525,0.006671992,0.0001677216,0.01296908,0.003024836],"study_design_scores_gemma":[0.0001501205,0.00002586282,0.9833402,0.00002179467,0.00001174518,0.00001001077,0.00003853064,0.0005195313,0.01083008,0.0001924409,0.00479681,0.00006286801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578859,0.00004701033,0.0000259101,0.0003642851,0.0004370957,0.0001324946,0.00001269015,0.00001035734,0.04108431],"genre_scores_gemma":[0.9945633,0.000001687979,0.0004268989,0.00008380646,0.00001940482,0.000006099653,0.000002263735,0.000009584726,0.004886973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03667743,"threshold_uncertainty_score":0.9975461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009569797751858553,"score_gpt":0.2215271546209191,"score_spread":0.2119573568690605,"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."}}