{"id":"W2930091697","doi":"10.4039/tce.2019.8","title":"Extreme cold weather causes the collapse of a population of <i>Lambdina fiscellaria</i> (Lepidoptera: Geometridae) in the Laurentian Mountains of Québec, Canada","year":2019,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Lepidoptera genitalia; Population; Outbreak; Geography; Ecology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531458,0.0002106618,0.000232219,0.0003622933,0.001741945,0.0006512108,0.0006431913,0.0002820572,0.001366182],"category_scores_gemma":[0.0002916788,0.0001072839,0.0001669895,0.0004191873,0.0004732569,0.000146436,0.0002994099,0.0003658979,0.0002159787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007493606,"about_ca_system_score_gemma":0.003003969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9360024,"about_ca_topic_score_gemma":0.9767761,"domain_scores_codex":[0.9998298,0.00001133165,0.000004158378,0.0000379198,0.00003724045,0.00007962705],"domain_scores_gemma":[0.9995874,0.00002098714,0.0000669885,0.00001333366,0.0001852631,0.0001261175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003071322,0.0001110976,0.9308943,0.00004598321,0.000083541,0.0009740817,0.00199556,0.0005148232,0.05182322,0.00007642837,0.002470999,0.01070285],"study_design_scores_gemma":[0.000003258068,0.00003214335,0.9973852,0.000006123204,0.000007765149,0.00008875064,0.001021806,0.0002596808,0.0003180669,0.000006404346,0.0008651984,0.000005582284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998514,0.0001038263,0.00004037417,0.00005577403,0.000004316981,0.000009121268,0.0002066226,0.00000698235,0.001058999],"genre_scores_gemma":[0.9990917,0.00004526366,0.00006561938,0.00005556095,0.000001892683,0.000003969227,0.0002358423,0.000002342528,0.0004976839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06399757,"threshold_uncertainty_score":0.1287489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914210357426645,"score_gpt":0.195049381801903,"score_spread":0.1759072782276366,"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."}}