{"id":"W4415439088","doi":"10.21083/jeso.v144i0.3740","title":"<i>Idiotypa clavata</i> (Provancher, 1888) (Hymenoptera: Diapriidae), new generic placement for a misclassified species","year":2016,"lang":"","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Identification (biology); Set (abstract data type); Process (computing); Class (philosophy); Matching (statistics)","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":[0.00195589,0.0006043409,0.001127423,0.00001507806,0.001018524,0.0001050556,0.001934871,0.0003839744,0.001539323],"category_scores_gemma":[0.0002270695,0.0001573689,0.001921297,0.0003415979,0.0009836307,0.0002062298,0.000761699,0.0005436428,0.00002169643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578572,"about_ca_system_score_gemma":0.000340643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009342436,"about_ca_topic_score_gemma":0.01835035,"domain_scores_codex":[0.9958535,0.0003397068,0.001364646,0.0004215872,0.001056787,0.0009637024],"domain_scores_gemma":[0.9959781,0.001407434,0.001791922,0.0001743001,0.0003301758,0.0003181014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001842414,0.0006430539,0.01020477,0.00003533211,0.001097049,0.000005062365,0.003179775,0.00002269542,0.8366947,0.0005033161,0.1349312,0.01084059],"study_design_scores_gemma":[0.002389319,0.004137364,0.4060889,0.0003905533,0.0006407114,0.00009633382,0.0005234097,0.00001366418,0.008964811,0.002539168,0.5736581,0.0005576988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589843,0.007114524,0.0002611353,0.03107037,0.0008720772,0.0007517111,0.0001384205,0.00001691374,0.0007905749],"genre_scores_gemma":[0.9290982,0.007886332,0.001202377,0.001112011,0.002162119,0.00001112492,0.000004767471,0.000007977033,0.05851513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8277299,"threshold_uncertainty_score":0.9995622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736635751268138,"score_gpt":0.2280799818042504,"score_spread":0.1544164066774366,"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."}}