{"id":"W4378908375","doi":"10.3897/bdj.11.e104657","title":"Range expansion of Bombus (Pyrobombus) bimaculatus Cresson in Canada (Hymenoptera, Apidae)","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; University of Regina","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Apidae; Hymenoptera; Nova scotia; Range (aeronautics); Apoidea; Geography; Archaeology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002362439,0.00008790273,0.0001736592,0.00002507616,0.0002433167,0.00002953191,0.000536776,0.00003324875,0.0001955676],"category_scores_gemma":[0.00003548288,0.00003727672,0.00003096093,0.0003363841,0.0000282358,0.000200498,0.0004604494,0.000126363,0.00003954267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007091251,"about_ca_system_score_gemma":0.00004817932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5312742,"about_ca_topic_score_gemma":0.8327482,"domain_scores_codex":[0.9990877,0.00004354342,0.0001623799,0.000172042,0.0002831421,0.0002512213],"domain_scores_gemma":[0.9996629,0.00008145243,0.0000987767,0.00003859602,0.00003687336,0.00008136262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007724316,0.00002170927,0.8761054,0.000006822269,0.00002120601,0.0002187427,0.00006209328,0.000004918265,0.01885532,0.000002134852,0.09189714,0.01272724],"study_design_scores_gemma":[0.0002145965,0.00004704921,0.9836632,0.00002838288,0.00001053681,0.00001289785,0.0008430161,0.00005659572,0.0002248653,0.00001010734,0.01478826,0.0001004765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967408,0.0003314148,1.945269e-7,0.0009106625,0.0001093617,0.00004569434,0.00174626,0.00001115973,0.0001044442],"genre_scores_gemma":[0.9983279,0.00119809,0.00001870293,0.00008725059,0.00007782962,1.612658e-7,0.0002620012,2.152892e-7,0.00002786085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3014739,"threshold_uncertainty_score":0.4718471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759221326741767,"score_gpt":0.2193434037105409,"score_spread":0.1217511904431232,"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."}}