{"id":"W4324045090","doi":"10.3897/bdj.11.e99650","title":"Apoidea of the collections of Lyon, Aix-en-Provence, Marseille and Toulon Museums of Natural History (France)","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Apoidea; Geography; Genus; Natural history; Archaeology; Hymenoptera; Zoology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009254281,0.0007475704,0.0005688729,0.01218787,0.001390446,0.001202477,0.0009899042,0.0003300926,0.04946331],"category_scores_gemma":[0.001178319,0.0002403258,0.0004600851,0.004882905,0.0006094121,0.0006247691,0.001325683,0.0005620648,0.00926132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348529,"about_ca_system_score_gemma":0.002034505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04981326,"about_ca_topic_score_gemma":0.1154701,"domain_scores_codex":[0.9991921,0.0001298958,0.00005947359,0.0001981899,0.0003141859,0.0001062],"domain_scores_gemma":[0.9991494,0.00009193487,0.0001990786,0.0001511376,0.0002643361,0.0001441615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005591072,0.000105951,0.08487491,0.002299761,0.0003368255,0.0009963737,0.005545996,0.0005434488,0.01559969,0.01135506,0.3741011,0.5036817],"study_design_scores_gemma":[0.00002132337,0.00002378783,0.2190111,0.0001144026,0.00002301463,0.0005194567,0.0003828472,0.00007085774,0.0003622218,0.0002663512,0.7791857,0.00001893851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2502685,0.06921513,0.007296808,0.002537112,0.001692709,0.001314652,0.3172756,0.003905272,0.3464942],"genre_scores_gemma":[0.3599013,0.0177534,0.05413628,0.001065227,0.001659982,0.001795472,0.2559063,0.001485852,0.3062961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04981326,"threshold_uncertainty_score":0.1654713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021000214835579,"score_gpt":0.1926413121268128,"score_spread":0.1324313099784571,"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."}}