{"id":"W7114800082","doi":"10.5886/hqq55g","title":"First report of Megachile circumcincta (Kirby, 1802) (Hymenoptera: Megachilidae) in Nunavik, Québec","year":2022,"lang":"en","type":"dataset","venue":"Canadensys","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Single specimen; Statistical analysis; Taxonomy (biology)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001781593,0.001312822,0.002388471,0.001840788,0.0004131787,0.0001029849,0.002671367,0.0007261895,0.07018828],"category_scores_gemma":[0.001307392,0.001541963,0.0004716418,0.001757404,0.000407069,0.0002365637,0.001138791,0.002739926,0.0007407022],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00724132,"about_ca_system_score_gemma":0.008330737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9236915,"about_ca_topic_score_gemma":0.9730247,"domain_scores_codex":[0.9907756,0.0005473696,0.002771897,0.002119713,0.002283983,0.001501473],"domain_scores_gemma":[0.991678,0.0004564692,0.002247526,0.00473288,0.0002403675,0.000644765],"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":[0.00008095964,0.000350285,0.001129399,0.000682917,0.0003226266,0.01458749,0.0002535877,0.0003893405,0.00003408406,0.00001704296,0.982087,0.00006528083],"study_design_scores_gemma":[0.001069041,0.0001590848,0.00223881,0.0003210771,0.0003948621,0.002068036,0.0001968032,0.00002195903,0.00002463433,0.00002961487,0.9921328,0.001343256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004064098,0.001924545,5.473563e-7,0.0004880307,0.001509473,0.001383551,0.9884039,0.000139087,0.002086783],"genre_scores_gemma":[0.0108257,0.00007664409,0.00002376062,0.0002525615,0.0003593548,0.0004771227,0.9858835,0.0003884229,0.001712977],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06944758,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354987092788819,"score_gpt":0.2437096956803807,"score_spread":0.2301598247524925,"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."}}