{"id":"W7093321732","doi":"10.21083/jeso.v147i0.3865","title":"Poster and Presentation Abstracts Entomological Society of Ontario Annual General Meeting","year":2016,"lang":"","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Presentation (obstetrics); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00272465,0.0003784497,0.0007170939,0.000009574848,0.0004757788,0.00006289539,0.0009616993,0.0004942752,0.001052604],"category_scores_gemma":[0.000136051,0.0001099,0.001457222,0.0002202128,0.001206918,0.0003902169,0.0006419776,0.0007904662,0.000002619811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075721,"about_ca_system_score_gemma":0.0004688839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1410547,"about_ca_topic_score_gemma":0.1108567,"domain_scores_codex":[0.9962191,0.0005124323,0.001502643,0.0003193046,0.0008883859,0.0005581154],"domain_scores_gemma":[0.995972,0.0008583941,0.002263693,0.0001771041,0.0005129781,0.000215766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001919528,0.001409324,0.8613294,0.0000715303,0.0007626535,0.000006825247,0.02420683,0.0001474345,0.06999611,0.0001554005,0.004738006,0.035257],"study_design_scores_gemma":[0.001214489,0.001861234,0.9715551,0.0002794821,0.0003249887,0.0002135439,0.001205957,0.00001160981,0.01013512,0.001732716,0.01120249,0.0002632645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894584,0.000527403,0.00006427074,0.008767436,0.0004349333,0.0003976856,0.00007308653,0.000006642187,0.0002701814],"genre_scores_gemma":[0.99625,0.0003825484,0.0005735388,0.0004511744,0.0003651512,0.000002666421,0.000005203684,0.000001552052,0.001968197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102258,"threshold_uncertainty_score":0.9998606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830303822780309,"score_gpt":0.2344629132166334,"score_spread":0.2061598749888303,"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."}}