{"id":"W4404768615","doi":"10.1111/een.13409","title":"Host plant phenology drives risky larval dispersal in an outbreaking insect defoliator","year":2024,"lang":"en","type":"article","venue":"Ecological Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Concordia University","funders":"Canadian Forest Service; Natural Resources Canada","keywords":"Biology; Phenology; Biological dispersal; Insect; Larva; Host (biology); Ecology; Lepidoptera genitalia; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001284734,0.0001121264,0.00009726257,0.0002131152,0.0001652596,0.0002859604,0.00009303159,0.0001179135,0.00109914],"category_scores_gemma":[0.0003063243,0.00008302894,0.00007408528,0.00008166872,0.0001117758,0.00009199617,0.0001161668,0.0002002971,0.00009766669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834322,"about_ca_system_score_gemma":0.0000887511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852084,"about_ca_topic_score_gemma":0.01193629,"domain_scores_codex":[0.9999634,0.00000790381,0.000002527764,0.0000110525,0.00000566273,0.000009421718],"domain_scores_gemma":[0.9995832,0.00009420099,0.0001993165,0.00001467788,0.00002361901,0.00008504168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001739125,0.000151263,0.9324093,0.00002342229,0.0000225929,0.0002456541,0.0002897434,0.0002939306,0.06282954,0.00003681261,0.00009754004,0.003426181],"study_design_scores_gemma":[0.000001121992,0.00004083099,0.9992216,0.000001470285,0.000002028132,0.00006239546,0.00007174952,0.0003140406,0.0002349489,0.000007515954,0.00004159535,7.636268e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998478,0.00001636915,0.0000205993,0.00000391592,2.83205e-7,8.832261e-7,0.00001640746,0.000001495311,0.0000923511],"genre_scores_gemma":[0.999713,0.00001490707,0.00008225429,0.000006007625,8.990908e-7,0.00000167209,0.00003953237,7.881477e-7,0.0001408299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002852084,"threshold_uncertainty_score":0.005670965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590281938742851,"score_gpt":0.2510189699004219,"score_spread":0.2351161505129934,"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."}}