{"id":"W2004784110","doi":"10.1111/ddi.12197","title":"Supraoptimal temperatures influence the range dynamics of a non‐native insect","year":2014,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Regione Piemonte","keywords":"Dispar; Lymantria dispar; Gypsy moth; Pupa; Range (aeronautics); Ecology; Larva; Biology; Invasive species","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001403512,0.00007597065,0.0000861906,0.0000106884,0.001066917,0.00001946756,0.0001746266,0.00003985448,0.001982956],"category_scores_gemma":[0.00009405093,0.00005753624,0.00004481188,0.000195897,0.0005429347,0.0001347581,0.0007128038,0.00009154678,0.00004449872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140416,"about_ca_system_score_gemma":0.000003669394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008294175,"about_ca_topic_score_gemma":0.0006478319,"domain_scores_codex":[0.999456,0.00003832759,0.00007850453,0.0001336181,0.0001552474,0.0001382951],"domain_scores_gemma":[0.9996706,0.00006721009,0.00004743354,0.000129359,0.00002538304,0.00006001352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003799091,0.0001263303,0.9460204,0.00001071656,0.00001826178,0.000001644766,0.001355386,0.00006636915,0.0005113568,0.04765452,0.003937711,0.0002593099],"study_design_scores_gemma":[0.00026241,0.00004290895,0.9950621,0.000003678121,0.00002256644,0.00000298673,0.001301757,0.0007578995,0.0001664829,0.0003068667,0.001989765,0.00008055964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911513,0.00001044621,0.0009800111,0.000646215,0.00002998288,0.00009215189,0.001068865,0.00001490316,0.006006168],"genre_scores_gemma":[0.9995991,0.00002660108,0.0000155707,0.0001259496,0.000005527956,0.000003318112,0.0001609597,0.000001435929,0.00006152549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04904171,"threshold_uncertainty_score":0.9989294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479560742730153,"score_gpt":0.21555508594201,"score_spread":0.2007594785147084,"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."}}