{"id":"W4415439088","doi":"10.21083/jeso.v144i0.3740","title":"&lt;i&gt;Idiotypa clavata&lt;/i&gt; (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003052648,0.0007745333,0.0002920108,0.002687652,0.002092936,0.0009647898,0.001773581,0.0006330503,0.01913441],"category_scores_gemma":[0.0005528761,0.0002151446,0.0002453924,0.00149097,0.001953168,0.001447476,0.0006186073,0.00123679,0.006651517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453131,"about_ca_system_score_gemma":0.001771187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09018806,"about_ca_topic_score_gemma":0.2088642,"domain_scores_codex":[0.9996023,0.00004313296,0.00002476337,0.0001416309,0.0001294502,0.00005878779],"domain_scores_gemma":[0.9996401,0.00002703078,0.00009421768,0.00004308493,0.0001532962,0.00004228771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004405911,0.00006226828,0.03753912,0.001081671,0.00004349979,0.001823559,0.007690808,0.0002935904,0.01510692,0.02885522,0.2596503,0.6474125],"study_design_scores_gemma":[0.00001515066,0.00006799496,0.04468342,0.000249608,0.00001936772,0.002343497,0.001346763,0.0002532946,0.0009549172,0.001600574,0.9484358,0.00002964582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0899106,0.03041969,0.01597539,0.00536034,0.008165794,0.001132616,0.01363476,0.001339131,0.8340617],"genre_scores_gemma":[0.7219918,0.007733219,0.02746004,0.003237636,0.001446388,0.0004756569,0.008869917,0.0005592979,0.228226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09018806,"threshold_uncertainty_score":0.1793262,"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."}}