{"id":"W6911722272","doi":"10.5281/zenodo.14645503","title":"Lasioglossum villosulum subsp. villosulum","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aphorism; Halictidae; Subspecies; Type (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":[0.00009907835,0.0004384067,0.0001969597,0.0009947645,0.000876205,0.0004080657,0.0003660736,0.0002917592,0.01118255],"category_scores_gemma":[0.0001826701,0.0001172451,0.0001097628,0.0006116781,0.0004516646,0.0006853268,0.001469283,0.0003660457,0.003464716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908843,"about_ca_system_score_gemma":0.0003975245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614776,"about_ca_topic_score_gemma":0.04051311,"domain_scores_codex":[0.9999398,0.000006671876,0.000004091374,0.00001783557,0.00001356224,0.00001809539],"domain_scores_gemma":[0.9999307,0.000007714792,0.00002173787,0.000008278683,0.00001781266,0.00001385829],"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":[0.001103794,0.0001361991,0.09689116,0.0007411834,0.0000586825,0.00526763,0.003378135,0.0006968178,0.0902134,0.008922569,0.02971342,0.7628771],"study_design_scores_gemma":[0.0001327581,0.000330537,0.358247,0.0002836457,0.00009443182,0.005222864,0.004330557,0.0004952219,0.003481207,0.002841612,0.6245052,0.00003492392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7441823,0.007745846,0.002965988,0.001358403,0.0004423282,0.0002475486,0.003423181,0.0009357688,0.2386987],"genre_scores_gemma":[0.9707726,0.002030925,0.001524023,0.0004681524,0.0000775811,0.00008086777,0.001578258,0.00004130471,0.02342637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614776,"threshold_uncertainty_score":0.03740937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184700125181053,"score_gpt":0.2037299139031927,"score_spread":0.1818829126513822,"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."}}