{"id":"W2894357638","doi":"10.1002/ecs2.2421","title":"Interlacing roles of bottom‐up, top‐down, endogenous, and anthropogenic factors in population oscillations","year":2018,"lang":"en","type":"article","venue":"Ecosphere","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Natural Resources Canada; Canadian Forest Service; Université de Moncton; University of New Brunswick","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; Department of Natural Resources, Government of Newfoundland and Labrador","keywords":"Biology; Ecology; Population; Voltinism; Fecundity; Parasitism; Larva; Host (biology); Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005977084,0.0001872953,0.0002420502,0.0005139954,0.0003767523,0.0009697792,0.0002599281,0.0002305696,0.0005528862],"category_scores_gemma":[0.001409123,0.0002019193,0.0001918218,0.0002520341,0.0008352626,0.0002934609,0.0005167961,0.000264953,0.00006354455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041936,"about_ca_system_score_gemma":0.000635075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253581,"about_ca_topic_score_gemma":0.05695774,"domain_scores_codex":[0.9996735,0.00006857725,0.0000253471,0.00007165482,0.00008822842,0.00007276989],"domain_scores_gemma":[0.9987321,0.0004063117,0.0003403078,0.0001014532,0.0002561456,0.000163777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910782,0.00005268999,0.9452776,0.00004845588,0.0001303842,0.000124914,0.0004320097,0.001220571,0.03957684,0.0004309459,0.0001398256,0.01237454],"study_design_scores_gemma":[0.000001912248,0.00003593057,0.9974996,0.000003802347,0.00001913572,0.00002872667,0.0001793475,0.001411453,0.0005155494,0.00009323868,0.0002053591,0.000005925313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979345,0.0001764341,0.0007953536,0.00005138439,0.000004873653,0.000009001979,0.00006906228,0.00001496985,0.0009444639],"genre_scores_gemma":[0.9996318,0.00003353597,0.0001603122,0.00001473213,0.000003146076,0.000002463176,0.0000282139,0.000001906261,0.0001238943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253581,"threshold_uncertainty_score":0.050421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171984248008937,"score_gpt":0.2285230944183409,"score_spread":0.2168032519382515,"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."}}