{"id":"W4394813628","doi":"10.4039/tce.2024.5","title":"Forest tent caterpillar (Lepidoptera: Lasiocampidae) across Canada, 1938–2001: II. Emergent periodicity from asynchronous eruptive anomalies","year":2024,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Aperiodic graph; Kurtosis; Geography; Lepidoptera genitalia; Series (stratigraphy); Range (aeronautics); Ecology; Geology; Biology; Paleontology; Mathematics; Statistics","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":[0.0001679193,0.0001290191,0.0001597924,0.001500636,0.000952238,0.0007359129,0.0003375534,0.0001391328,0.0007922914],"category_scores_gemma":[0.0008464516,0.000111793,0.0001548292,0.002443241,0.0005177847,0.0001559248,0.000362,0.0002330969,0.00009690302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007349207,"about_ca_system_score_gemma":0.003921298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9779512,"about_ca_topic_score_gemma":0.991208,"domain_scores_codex":[0.9998696,0.000006358924,0.000005199871,0.00003046714,0.00004620195,0.00004207931],"domain_scores_gemma":[0.9993304,0.00005322924,0.0001131499,0.00002739416,0.0003886413,0.00008722982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006445051,0.00001403475,0.9821151,0.00003890091,0.00005394155,0.0001800157,0.001348764,0.0008918161,0.001641846,0.0001686884,0.0007998329,0.01268256],"study_design_scores_gemma":[8.669289e-7,0.000002934548,0.9984281,0.000003796635,0.000007027186,0.0000205564,0.0006157989,0.000400231,0.00006043632,0.00001329921,0.0004441541,0.000002788868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970163,0.0001162125,0.0001097561,0.00003910814,0.000001326081,0.000009359675,0.001421045,0.00000597199,0.00128091],"genre_scores_gemma":[0.998437,0.00009089431,0.0001480824,0.000006221619,9.031727e-7,0.000003245135,0.0009684396,0.000002418346,0.0003427096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02204883,"threshold_uncertainty_score":0.05332249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766200627719119,"score_gpt":0.2497925000933332,"score_spread":0.232130493816142,"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."}}