{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000152033,0.0004965927,0.00149414,0.00002899624,0.0001975399,0.0000378672,0.0006557814,0.0001727156,0.002320318],"category_scores_gemma":[0.0001787803,0.0001366025,0.0004323807,0.0009209595,0.0002190507,0.00006132957,0.0001546367,0.000770621,0.0003260326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004319397,"about_ca_system_score_gemma":0.00005810678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003736218,"about_ca_topic_score_gemma":0.01255018,"domain_scores_codex":[0.9979234,0.0001919331,0.0005632665,0.0004962123,0.0004499208,0.0003752919],"domain_scores_gemma":[0.9980769,0.001114679,0.0005369129,0.0001154051,0.00007833126,0.00007774367],"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":[0.00002461196,0.0002315672,0.002929369,0.01346495,0.0001781181,0.00002402317,0.00002780735,3.382657e-7,0.00001172718,0.00005156991,0.003529327,0.9795266],"study_design_scores_gemma":[0.00006670238,0.0003292181,0.03464275,0.04626081,0.0002133701,0.00001272656,0.000006698256,4.81141e-7,9.077174e-7,0.00001654008,0.9181165,0.0003332726],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004514916,0.9900493,8.258415e-8,0.0002349745,0.00006675772,0.0009585237,0.001118555,0.00002082592,0.00303604],"genre_scores_gemma":[0.001807804,0.996052,0.00003049306,0.0005884384,0.0002571618,0.000202275,0.0007862472,0.000004401568,0.0002711496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9791933,"threshold_uncertainty_score":0.9985917,"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."}}