{"id":"W1980127945","doi":"10.1890/06-0512","title":"IMPACT OF MINIMUM WINTER TEMPERATURES ON THE POPULATION DYNAMICS OF<i>DENDROCTONUS FRONTALIS</i>","year":2007,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Population; Ecology; Abundance (ecology); Environmental science; Mountain pine beetle; Dendroctonus; Biology; Population model; Population size; Atmospheric sciences; Demography; Bark beetle; Curculionidae; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004713148,0.0001961295,0.0001381593,0.0001865738,0.0002841579,0.0004010916,0.0001627781,0.0001442746,0.0007157118],"category_scores_gemma":[0.001152579,0.000113955,0.0002473642,0.0001046509,0.0001764304,0.0002924761,0.0002213877,0.00023494,0.000093672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008302479,"about_ca_system_score_gemma":0.0003112146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03012409,"about_ca_topic_score_gemma":0.05580194,"domain_scores_codex":[0.9998924,0.00003325448,0.000006603771,0.00003347144,0.00001179016,0.00002259665],"domain_scores_gemma":[0.9993811,0.0002243792,0.0002068042,0.00004020622,0.00007072115,0.00007679564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287718,0.00004406469,0.9750528,0.00001806437,0.00007688983,0.00004805209,0.0001047618,0.009227124,0.006819583,0.0001892564,0.0002337018,0.008056894],"study_design_scores_gemma":[0.000005482173,0.0001011356,0.9610516,0.000007524644,0.00003867432,0.00005329585,0.0001862416,0.03683112,0.001147314,0.0002185396,0.0003521616,0.000006896571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993783,0.00003452843,0.000263843,0.00002358502,0.00000158731,9.172269e-7,0.00008718959,0.00000700893,0.0002029685],"genre_scores_gemma":[0.9996969,0.00002036537,0.0001154635,0.000006754362,9.591653e-7,0.000001128477,0.0001109551,0.00000140637,0.00004615571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03012409,"threshold_uncertainty_score":0.05989754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007601846104677385,"score_gpt":0.25280182451486,"score_spread":0.2451999784101826,"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."}}