{"id":"W2337416315","doi":"","title":"ONTARIO NEST-BUILDING BEES OF THE TRIBE ANTHIDIINI (HYMENOPTERA, MEGACHILIDAE)","year":2003,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megachilidae; Hymenoptera; Nest (protein structural motif); Biology; Zoology; Ecology; Apoidea; Key (lock); Geography; Pollination; Pollen","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":[0.00007260057,0.0001450674,0.0001858956,0.0003693864,0.002344273,0.0007130743,0.000221872,0.0001623523,0.02455241],"category_scores_gemma":[0.0003666343,0.0001735663,0.00007709301,0.0004986618,0.0004222369,0.0002774997,0.0002756205,0.0001713592,0.001428856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274679,"about_ca_system_score_gemma":0.002449349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6286363,"about_ca_topic_score_gemma":0.9541048,"domain_scores_codex":[0.999944,0.000004509823,0.000001917701,0.000008219498,0.00002797585,0.00001339671],"domain_scores_gemma":[0.9998448,0.00002377932,0.00002669032,0.00001165491,0.00004919753,0.00004377288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001190171,0.0001416257,0.565827,0.0006653274,0.00007211509,0.0005702937,0.01635461,0.0003164793,0.05548463,0.002133229,0.07350419,0.2837403],"study_design_scores_gemma":[0.000009699946,0.00002996168,0.9586168,0.00002740039,0.00001345337,0.0001313949,0.00162616,0.0000907491,0.0006127457,0.00009707919,0.03873879,0.000005804107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883929,0.003477606,0.0003066244,0.0004824106,0.00006952555,0.0000821842,0.002869802,0.00004321133,0.1087397],"genre_scores_gemma":[0.9310849,0.002264678,0.0009058904,0.00009657459,0.00001769442,0.00003093652,0.001576145,0.00002352735,0.06399963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3713637,"threshold_uncertainty_score":0.7471014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348269281245884,"score_gpt":0.1645312150006847,"score_spread":0.1410485221882258,"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."}}