{"id":"W6948497105","doi":"10.5281/zenodo.10566483","title":"FIGURE 1 in A problematic species complex for Lasioglossum subgeneric diagnostics in North America (Hymenoptera: Halictidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Central European national history","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Ordination; Linear discriminant analysis; Taxonomy (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":[0.0006495778,0.0005165755,0.0002431255,0.003087403,0.003271323,0.001464685,0.0007973152,0.0007522832,0.05651743],"category_scores_gemma":[0.00194706,0.0002415658,0.0002033451,0.002474606,0.0008583455,0.001019995,0.00141587,0.0005518547,0.00670359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006715687,"about_ca_system_score_gemma":0.0007813262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283559,"about_ca_topic_score_gemma":0.06111617,"domain_scores_codex":[0.9993479,0.0001664932,0.00004513649,0.0001769987,0.0001683251,0.00009520758],"domain_scores_gemma":[0.9990574,0.0001636476,0.0002569742,0.0001007475,0.0002926312,0.0001286716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005615293,0.0001699508,0.4829368,0.000769552,0.00009103526,0.002741849,0.01060773,0.0006255548,0.01868709,0.02275831,0.1972111,0.2628394],"study_design_scores_gemma":[0.00005860115,0.0001165642,0.6450427,0.0004706726,0.0001026894,0.006426681,0.01603959,0.002776059,0.002852889,0.008544941,0.3175214,0.00004724879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7170585,0.002840117,0.02328644,0.005939888,0.0008647239,0.001505728,0.0226547,0.002114234,0.2237357],"genre_scores_gemma":[0.9180954,0.0005071004,0.03915649,0.00088882,0.00009013599,0.0006280935,0.009711988,0.0003056278,0.03061632],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9871644,"threshold_uncertainty_score":0.1890697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05150860490984247,"score_gpt":0.2749175939890388,"score_spread":0.2234089890791963,"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."}}