{"id":"W6949557996","doi":"10.5281/zenodo.14596804","title":"FIGURES 155–157. Kalopolynema. 155 in Illustrated key to the genera and catalogue of Mymaridae (Hymenoptera) in the Neotropical region","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Key (lock); Taxonomy (biology); Taxonomic key","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002600377,0.0001563392,0.0001710629,0.0003303794,0.0003778868,0.001237396,0.0007721502,0.00007719569,0.008362041],"category_scores_gemma":[0.00005233658,0.00009976406,0.00002831703,0.000246113,0.0002259547,0.0002093371,0.0004741292,0.0002989398,0.001837449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773837,"about_ca_system_score_gemma":0.000005182665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009106122,"about_ca_topic_score_gemma":0.0003479403,"domain_scores_codex":[0.9988051,0.0002003389,0.0003050811,0.0002260031,0.0002519906,0.0002114585],"domain_scores_gemma":[0.9993965,0.00002018421,0.0001066223,0.0003385105,0.00009069586,0.00004747151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002222204,0.00002628451,0.000001057395,0.0001857963,0.000021423,0.000009756459,0.03800772,0.00001017578,0.000004466202,0.05995935,0.8987877,0.00296402],"study_design_scores_gemma":[0.0001702664,0.0001021521,0.0000661926,0.0001505578,0.000009067806,0.00002299344,0.005220537,0.00008853913,0.000006146234,0.0001610117,0.9938831,0.0001194429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001815323,0.0006952269,0.00001833174,0.004668799,0.0001501109,0.0006070654,0.0003930746,0.00018191,0.9914702],"genre_scores_gemma":[0.4775808,0.001619994,0.00007811329,0.007222226,0.002413148,0.000001542717,0.008322108,0.005913449,0.4968487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4946215,"threshold_uncertainty_score":0.9997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181224438500237,"score_gpt":0.2220868217459108,"score_spread":0.1802745773609085,"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."}}