{"id":"W6967560664","doi":"10.5281/zenodo.10566513","title":"FIGURE 7 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":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Ecological succession; Taxonomy (biology); Taxon","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":[0.0002559715,0.0004012405,0.0001681232,0.001976184,0.00240687,0.0008180711,0.0005734598,0.0005221626,0.07099178],"category_scores_gemma":[0.0005067415,0.0001771139,0.000242791,0.001652972,0.0005599855,0.0005652105,0.00104711,0.0005164162,0.008720497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547279,"about_ca_system_score_gemma":0.001011209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05443653,"about_ca_topic_score_gemma":0.1676942,"domain_scores_codex":[0.9997277,0.00003603212,0.00001349412,0.00006956702,0.00008479245,0.0000685339],"domain_scores_gemma":[0.9996414,0.0000372137,0.00007035796,0.00002166914,0.000162327,0.00006704199],"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":[0.0003502155,0.000133445,0.1934493,0.001188485,0.00007814714,0.002942016,0.00736703,0.0005464748,0.01668232,0.01193954,0.506073,0.25925],"study_design_scores_gemma":[0.00002881427,0.00005568693,0.3984668,0.0004030145,0.0000905967,0.003363844,0.01167803,0.0007729326,0.001740354,0.002383781,0.5809836,0.00003262698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3601296,0.005183328,0.01335234,0.004795466,0.001423588,0.001379207,0.06078476,0.00230221,0.5506496],"genre_scores_gemma":[0.7748957,0.002142861,0.03905287,0.001544465,0.0001629131,0.0008725236,0.04617926,0.0004706086,0.1346787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07099178,"threshold_uncertainty_score":0.2374912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920528434977796,"score_gpt":0.3593480189300744,"score_spread":0.1672951754322948,"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."}}