{"id":"W2110146212","doi":"10.3897/zookeys.60.484","title":"A review of the non-metallic Osmia (Melanosmia) found in North America, with additional notes on palearctic Melanosmia (Hymenoptera, Megachilidae)","year":2010,"lang":"en","type":"review","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megachilidae; Hymenoptera; Zoology; Taxonomy (biology); Biology; Ecology; Pollination","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":[0.0004002093,0.001025091,0.001288636,0.007160819,0.000375502,0.0007594096,0.0007752964,0.0005823667,0.005075417],"category_scores_gemma":[0.0009360135,0.0004441013,0.000484077,0.007301015,0.0004049319,0.001731204,0.0005148844,0.0006298588,0.001575547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642832,"about_ca_system_score_gemma":0.001754452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005629232,"about_ca_topic_score_gemma":0.01186267,"domain_scores_codex":[0.9997571,0.00003224521,0.00006836742,0.00005030537,0.00007554173,0.00001636809],"domain_scores_gemma":[0.9994559,0.0001964024,0.0001437688,0.00001406713,0.0001423616,0.00004744845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005005896,0.00004265967,0.0005426249,0.06222655,0.0001254694,0.0003690521,0.0002499127,0.0001846864,0.001741612,0.0008836327,0.02655012,0.9070336],"study_design_scores_gemma":[0.00001149228,0.00008620137,0.006739626,0.01460686,0.0003846917,0.003035434,0.0002845512,0.00003966645,0.0004300906,0.0004784936,0.9738764,0.00002648329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002586775,0.9984919,0.00007845552,0.00009610078,0.00007675666,0.00000636495,0.00007140214,0.000007682861,0.00091272],"genre_scores_gemma":[0.0008178909,0.998398,0.0002513661,0.0000632286,0.00005234452,0.000006304035,0.00008075469,0.00000109853,0.0003290042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007160819,"threshold_uncertainty_score":0.01697898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062017895078467,"score_gpt":0.2443240297830294,"score_spread":0.2037038508322447,"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."}}