{"id":"W2079565161","doi":"10.1080/00779962.2003.9722113","title":"Temperature-dependent development of the Argentine ant,<i>Linepithema humile</i>(Mayr) (Hymenoptera: Formicidae): a degree-day model with implications for range limits in New Zealand.","year":2003,"lang":"en","type":"article","venue":"New Zealand Entomologist","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Society Te Apārangi; Victoria University of Wellington; Royal Society; University of Victoria","keywords":"Linepithema; Argentine ant; Range (aeronautics); Biological dispersal; Hymenoptera; Bay; Ecology; Degree (music); Degree day; Air temperature; Environmental science; Biology; Geography; Demography; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000277644,0.0002303924,0.0002471486,0.00005432993,0.0001562617,0.00001695376,0.0002580401,0.0002475294,0.00001994922],"category_scores_gemma":[0.00004610823,0.000149595,0.00009255645,0.0001292418,0.00006982804,0.00000833423,0.0000460238,0.0001405404,0.000002231777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002749881,"about_ca_system_score_gemma":0.0005022919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006591302,"about_ca_topic_score_gemma":0.003485314,"domain_scores_codex":[0.9987443,0.00004578043,0.0003591452,0.0003604825,0.00009243827,0.000397867],"domain_scores_gemma":[0.9993073,0.00002062921,0.0001573608,0.0003429705,0.00007018534,0.000101571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004582225,0.0004984844,0.4200993,0.00002703952,0.00008931399,0.000003023557,0.0004585597,0.0003281981,0.56218,0.0004980367,0.01338699,0.001972821],"study_design_scores_gemma":[0.006878538,0.0006724024,0.1257326,0.00006008382,0.0001266286,0.000103497,0.00005550547,0.00004032057,0.8385156,0.0008065894,0.02637764,0.0006306019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961389,0.0001882166,0.001982525,0.0006006245,0.0001183564,0.0006409393,0.00004788604,0.00001318468,0.0002693573],"genre_scores_gemma":[0.9714932,0.00005811766,0.004555654,0.000268491,0.00008930395,0.0001080796,0.000175354,0.00002391952,0.0232279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943667,"threshold_uncertainty_score":0.6100309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963945744582801,"score_gpt":0.269846764852357,"score_spread":0.240207307406529,"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."}}