{"id":"W4395976297","doi":"10.15468/ip9oon","title":"Bombus of Canada","year":2018,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":["insufficient_payload"],"category_scores_codex":[0.000255336,0.000115082,0.0002116846,0.00002802888,0.0006560018,0.00002247562,0.0003540221,0.0001664741,0.001085015],"category_scores_gemma":[0.0002930038,0.0001143789,0.00006810731,0.000251013,0.0003783604,0.0004093047,0.0001360307,0.00008921481,0.001182209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009875169,"about_ca_system_score_gemma":0.00109907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8996769,"about_ca_topic_score_gemma":0.6198899,"domain_scores_codex":[0.9987196,0.00007594026,0.0002620083,0.00009347658,0.0006302495,0.0002187313],"domain_scores_gemma":[0.9990785,0.00002251142,0.0002213852,0.0001814051,0.0003666259,0.0001295565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001626836,0.00001097819,0.000683618,0.00005292895,0.00002130874,6.151349e-7,0.0008759106,2.700727e-7,1.147647e-9,0.000003840893,0.9981647,0.0001696007],"study_design_scores_gemma":[0.0000753678,0.0000164741,0.0002014338,0.000002169493,0.00001750052,9.253437e-8,0.0006375563,1.651838e-8,2.244517e-7,0.000003188458,0.9989352,0.0001107346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004351489,0.00002010049,7.828078e-7,0.0002628547,0.0008530408,0.0001260172,0.9926614,0.00001711525,0.005623525],"genre_scores_gemma":[0.00005816383,0.00004145635,0.000001983505,0.0003314717,0.00001116513,6.564685e-7,0.9995389,1.882681e-8,0.00001617361],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.279787,"threshold_uncertainty_score":0.9998281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221806907061289,"score_gpt":0.2139624297693061,"score_spread":0.2017443606986932,"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."}}