{"id":"W2070512950","doi":"10.1603/en08269","title":"Seeing the Forest Through the Trees: Differential Dispersal of<i>Hylobius warreni</i>Within Modified Forest Habitats","year":2010,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Biology; Mountain pine beetle; Pinus contorta; Dendroctonus; Biological dispersal; Habitat; Ecology; Weevil; Taiga; Context (archaeology); Curculionidae; Snag; Bark beetle; Botany; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003116048,0.0003213594,0.000275729,0.0000307218,0.0004906195,0.00002478374,0.0009729814,0.0002080046,0.002869118],"category_scores_gemma":[0.00003695091,0.0001924011,0.0001878429,0.0001336389,0.002628386,0.0002004203,0.0008795205,0.000605615,0.0004709747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010086,"about_ca_system_score_gemma":0.00000830946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138877,"about_ca_topic_score_gemma":0.01145738,"domain_scores_codex":[0.9978959,0.0001888631,0.00045077,0.0005043838,0.0003797685,0.0005803036],"domain_scores_gemma":[0.9986517,0.0002410199,0.0002492171,0.0007718851,0.000001679071,0.00008447762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004929415,0.00176506,0.7123937,0.00002624864,0.0004068522,0.0001284392,0.0145255,0.04503769,0.1254659,0.08995419,0.004612823,0.005190645],"study_design_scores_gemma":[0.001395712,0.0004264452,0.9633336,0.000006279094,0.0001588768,0.0001545185,0.0009881717,0.01105553,0.003039865,0.01157486,0.007403689,0.0004624723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900098,0.00003950804,0.00205775,0.0005679727,0.001394049,0.0006357433,0.00002027395,0.00003718,0.005237729],"genre_scores_gemma":[0.9976204,0.00002343039,0.0002535183,0.0005507396,0.000108734,0.0001336673,0.00003869579,0.00003275811,0.001238035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2509399,"threshold_uncertainty_score":0.9980424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785339675524206,"score_gpt":0.2123916732919571,"score_spread":0.2045382765367151,"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."}}