{"id":"W7130287834","doi":"","title":"Carnidae (Diptera) in the Canadian National Collection of Insects (Ottawa), with the description of five new species","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Data collection; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008711859,0.002637522,0.002245285,0.008511218,0.002735802,0.002333773,0.003986291,0.001760394,0.04358912],"category_scores_gemma":[0.004150447,0.001139923,0.001188233,0.01616962,0.0008175705,0.001233152,0.001603841,0.001843641,0.03127081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005628,"about_ca_system_score_gemma":0.02108505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8840066,"about_ca_topic_score_gemma":0.9527148,"domain_scores_codex":[0.998853,0.0000737037,0.00009724296,0.000269181,0.0003689784,0.0003378015],"domain_scores_gemma":[0.995409,0.0005144374,0.0005263407,0.0005096665,0.002435134,0.0006053401],"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":[0.0001126021,0.00001788071,0.00509153,0.002291588,0.00009792247,0.00003854443,0.0001312989,0.0002700085,0.0002601857,0.0006388118,0.9872072,0.003842345],"study_design_scores_gemma":[0.0001057498,0.00001113965,0.04241207,0.001067087,0.0001081746,0.00005593888,0.0002905731,0.0001978913,0.0003367718,0.0004009564,0.9549489,0.0000646914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001197641,0.00009615866,0.00001743535,0.0000115068,0.000007007867,0.000005802987,0.9993248,0.00003370751,0.0003838891],"genre_scores_gemma":[0.0006830698,0.0001603063,0.0002198389,0.00002574883,0.000002898125,0.00004705367,0.9981319,0.00002079558,0.0007083685],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1159934,"threshold_uncertainty_score":0.2333531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510161938728762,"score_gpt":0.279260007256435,"score_spread":0.2341583878691473,"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."}}