{"id":"W171187235","doi":"10.3752/cjai.2011.18","title":"Leafcutter and mason bees of the genus Megachile Latreille (Hymenoptera: Megachilidae) in Canada and Alaska","year":2011,"lang":"","type":"paratext","venue":"Canadian Journal of Arthropod Identification","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Brock University; Simon Fraser University; Agriculture and Agri-Food Canada; York University; University of Alberta; Genome Canada; Ontario Genomics; Ontario Genomics Institute","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0007415051,0.0002959123,0.0005419412,0.0001753538,0.0005060778,0.0002196396,0.0005626922,0.0002286157,0.003389467],"category_scores_gemma":[0.0001255117,0.0001448468,0.0001126719,0.0004275224,0.000563697,0.0002718183,0.00006426543,0.0007337227,0.00001633356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003993602,"about_ca_system_score_gemma":0.003010613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9657901,"about_ca_topic_score_gemma":0.9985349,"domain_scores_codex":[0.9971774,0.0004082417,0.001086942,0.0003492133,0.0004461181,0.0005320448],"domain_scores_gemma":[0.9977449,0.0001729144,0.000942667,0.0001686737,0.0004175277,0.0005533288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688832,0.0001095791,0.7468253,0.0004130219,0.0003310302,0.0001531846,0.005146361,0.000103199,0.008992742,0.0003403784,0.02848837,0.2089279],"study_design_scores_gemma":[0.0003122786,0.0002521469,0.969689,0.0004428884,0.00007694983,0.0001689155,0.001599288,0.00003810105,0.001817356,0.0002764564,0.02501054,0.0003160894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850618,0.009594373,0.000001172584,0.001899337,0.001345704,0.0003428052,0.0002370953,6.305804e-7,0.001517081],"genre_scores_gemma":[0.9946176,0.002385608,0.000009479538,0.00007861376,0.0003115237,0.000003783329,0.00002862288,0.00000533695,0.002559402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228637,"threshold_uncertainty_score":0.9975216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676815042213604,"score_gpt":0.2052943616331776,"score_spread":0.1885262112110416,"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."}}