{"id":"W7112378074","doi":"","title":"AN ANNOTATED CHECKLIST OF THE SPHECIFORM WASPS OF ONTARIO (HYMENOPTERA: AMPULICIDAE, SPHECIDAE AND CRABRONIDAE)","year":2003,"lang":"","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Sphecidae; Seclusion; Work (physics)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002579122,0.0006116467,0.0008186368,0.00005928268,0.001488743,0.0002122436,0.00101804,0.0003976911,0.00272247],"category_scores_gemma":[0.00007086503,0.0003221221,0.000335979,0.001035007,0.002389355,0.00256253,0.0006319704,0.0004889347,0.00004133496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412627,"about_ca_system_score_gemma":0.0005357802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01706837,"about_ca_topic_score_gemma":0.02367684,"domain_scores_codex":[0.9967154,0.000299539,0.0008757079,0.0008408679,0.0005754536,0.000692989],"domain_scores_gemma":[0.9983493,0.00008031271,0.000609237,0.0004383579,0.0001591259,0.0003636576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671708,0.0005957301,0.9876094,0.000135753,0.0001485971,0.00002306,0.00356427,0.00001092004,0.002090213,0.002521721,0.0007594218,0.00237378],"study_design_scores_gemma":[0.0007963545,0.0008645162,0.9392797,0.0001967171,0.0001211956,0.00001884927,0.00175778,0.000007438834,0.01585272,0.000122054,0.0404253,0.0005573682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794909,0.0008327026,0.000003705658,0.001146249,0.000719765,0.0007685648,0.0008242977,0.00007635073,0.01613747],"genre_scores_gemma":[0.9965727,0.000324505,0.0008624796,0.0005020014,0.00008651219,0.000005275743,0.00001645295,0.0000041453,0.001625956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04832966,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121906105071016,"score_gpt":0.1816406798145954,"score_spread":0.1694500693074938,"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."}}