{"id":"W2356026083","doi":"","title":"Potential geographic distribution of Asian gypsy moth,Lymantria dispar,in North America","year":2009,"lang":"en","type":"article","venue":"Kunchong zhishi","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymantria dispar; Gypsy moth; Dispar; China; Distribution (mathematics); Quarantine; Plant quarantine; Biology; Geography; Ecology; Lepidoptera genitalia; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001088544,0.0001608793,0.0002091475,0.00004258508,0.00008815608,0.00003272686,0.0002668462,0.00008247535,0.008884589],"category_scores_gemma":[0.00005721764,0.000156509,0.0001180545,0.0007746128,0.0002060843,0.0002065375,0.00006642678,0.0001465882,0.0004011196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594326,"about_ca_system_score_gemma":0.00000701226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004209649,"about_ca_topic_score_gemma":0.001011213,"domain_scores_codex":[0.9985275,0.00004638801,0.0003070625,0.0003223828,0.0004025015,0.0003941135],"domain_scores_gemma":[0.9994281,0.00001463568,0.0001336687,0.0002871814,0.00001425252,0.0001221402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768948,0.001333994,0.8885319,0.0000229196,0.00002369572,0.00007961719,0.0004984924,0.0007039894,0.006393997,0.0009166894,0.05349438,0.04782343],"study_design_scores_gemma":[0.0004585897,0.0000926143,0.983161,0.000007733494,0.00001345808,0.000002698832,0.0002616647,0.0001586102,0.0001832606,0.0001111637,0.01537814,0.0001710085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883253,0.00005635423,0.0004089062,0.0007137238,0.000542694,0.0001782354,0.0002694184,0.00005349628,0.009451894],"genre_scores_gemma":[0.998896,0.00009480878,0.0000265162,0.0001244638,0.0001080849,0.000007991938,0.0006527953,0.000007020232,0.00008232085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09462915,"threshold_uncertainty_score":0.9920214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007058801047611152,"score_gpt":0.2088796637848044,"score_spread":0.2018208627371933,"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."}}