{"id":"W4417359853","doi":"10.21083/jeso.v156.8258","title":"NORTHERN RANGE SHIFTS OF EASTERN GIANT SWALLOWTAIL (HERACLIDES CRESPHONTES) BUTTERFLIES IN ONTARIO: TIMING, EXTENT, AND CLIMATE WARMING","year":2025,"lang":"","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Range (aeronautics); Global warming; Climate change; Period (music); Butterfly","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001317744,0.0001143551,0.000136891,0.0004675223,0.00101354,0.0005048008,0.0002851605,0.0002391308,0.001446196],"category_scores_gemma":[0.0005504584,0.0001374351,0.0001367503,0.0007184716,0.0005973681,0.0002677308,0.0004420588,0.0002114593,0.0001359189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005936323,"about_ca_system_score_gemma":0.003766804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9331037,"about_ca_topic_score_gemma":0.9881852,"domain_scores_codex":[0.9998808,0.000008338233,0.000004091994,0.00002842727,0.00002939388,0.00004898241],"domain_scores_gemma":[0.9994503,0.00003021529,0.0001593259,0.00001607271,0.0001951842,0.0001489764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009740974,0.00001862059,0.9800613,0.00005138423,0.00003512411,0.0003227292,0.007236114,0.0001231072,0.00357227,0.0001001411,0.001237941,0.007143941],"study_design_scores_gemma":[7.458175e-7,0.000003042412,0.9982876,0.000005054327,0.000002231353,0.00001580423,0.0009956419,0.00002108679,0.00002149137,0.000004878443,0.0006407885,0.0000015502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972907,0.0002871119,0.0000248046,0.0001781444,0.000004381479,0.000004395961,0.0003151329,0.000003118541,0.001892224],"genre_scores_gemma":[0.9986026,0.0002144177,0.00004158913,0.00004943671,0.000003287109,0.000003695148,0.0002075666,0.000002342033,0.0008751296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06689626,"threshold_uncertainty_score":0.1345804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317262626552716,"score_gpt":0.2465864830431439,"score_spread":0.2234138567776167,"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."}}