{"id":"W7112144525","doi":"","title":"BEES OF GENUS COLLETES OF ONTARIO (HYMENOPTERA, APOIDEA, COLLETIDAE)","year":2003,"lang":"","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Taxonomy (biology); Pollen; Key (lock); Fauna","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":[0.00007475963,0.0001489864,0.0001482177,0.0007243686,0.002082755,0.0006268988,0.0002209183,0.0001811291,0.01646638],"category_scores_gemma":[0.0003432823,0.0001218609,0.0001040606,0.0006973665,0.0003968447,0.0002616951,0.0003459962,0.0001546504,0.0007687456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838057,"about_ca_system_score_gemma":0.003606061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6926381,"about_ca_topic_score_gemma":0.9265816,"domain_scores_codex":[0.9999168,0.000004689025,0.000003457569,0.00001126333,0.00004797135,0.00001589307],"domain_scores_gemma":[0.9998403,0.00002786195,0.0000244623,0.00001200142,0.0000597447,0.00003567999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183476,0.0001186504,0.4691953,0.001249895,0.0001188642,0.001346062,0.01635702,0.0003635767,0.05933806,0.002410139,0.1002432,0.3480757],"study_design_scores_gemma":[0.000008360759,0.00002699324,0.9351529,0.00004230924,0.00002209474,0.0002724934,0.001056135,0.00008540141,0.0008555018,0.000114979,0.06235683,0.00000600778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787208,0.007939124,0.0003425166,0.0007796055,0.0001453169,0.0001636792,0.004977622,0.000090691,0.1068406],"genre_scores_gemma":[0.8964325,0.005307216,0.0007991254,0.0001260983,0.00007616088,0.00003332075,0.003087406,0.00003979302,0.09409841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3073619,"threshold_uncertainty_score":0.618344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641758853186273,"score_gpt":0.167137238673403,"score_spread":0.1407196501415402,"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."}}