{"id":"W6930435518","doi":"10.5281/zenodo.13405514","title":"Linked collectors and determiners for: Towards the conservation of parasitoid wasp species in Canada: Preliminary assessment of Microgastrinae (Hymenoptera: Braconidae).","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parasitoid; Biodiversity; Parasitoid wasp; Natural enemies; Biodiversity conservation; Hymenoptera","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":[0.001357254,0.001753678,0.001624197,0.005504088,0.00212632,0.003693462,0.003584272,0.00200865,0.04694424],"category_scores_gemma":[0.00804116,0.0009848408,0.001120785,0.01238849,0.0007422878,0.001325369,0.002440519,0.002236973,0.05112665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01109885,"about_ca_system_score_gemma":0.02213139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7198417,"about_ca_topic_score_gemma":0.83191,"domain_scores_codex":[0.9985885,0.00008262024,0.0001272868,0.0003316527,0.0005478896,0.000321951],"domain_scores_gemma":[0.9946818,0.0005896478,0.0004274595,0.0008022169,0.00296421,0.0005346713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004078737,0.000008885392,0.001304421,0.0008702211,0.00003253773,0.00001523645,0.00004158723,0.0001979118,0.0001585952,0.0005133491,0.9943528,0.002463586],"study_design_scores_gemma":[0.00008410676,0.000004649844,0.008190418,0.0005535438,0.0000346693,0.00002090883,0.0001188401,0.0002418772,0.0004740191,0.0006660541,0.9895788,0.00003209794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006630043,0.00005008477,0.000032485,0.00002725801,0.000008454949,0.000007170464,0.9992517,0.0001249717,0.0004314821],"genre_scores_gemma":[0.0002905155,0.0000819421,0.000262252,0.000022967,0.000002231489,0.00004477464,0.9985121,0.00004826242,0.0007349674],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2801583,"threshold_uncertainty_score":0.5636164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904750913846592,"score_gpt":0.2625972829141582,"score_spread":0.2335497737756923,"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."}}