{"id":"W6930228062","doi":"10.5281/zenodo.10406196","title":"Scipopus (Parascipopus) kubus Lindsay & Marshall 2023, subgen. et sp. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Holotype; Thorax (insect anatomy); Paratype; Chaetotaxy; Taxonomy (biology); Appendage; Sternum","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001118695,0.0008537198,0.0003156337,0.002377279,0.001573138,0.0005205306,0.0005293152,0.0005883715,0.009766761],"category_scores_gemma":[0.000467102,0.0002763623,0.0002485825,0.002069846,0.0009260389,0.0009120648,0.0007854309,0.0006378547,0.006310993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297158,"about_ca_system_score_gemma":0.0009570572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898914,"about_ca_topic_score_gemma":0.06613264,"domain_scores_codex":[0.9998358,0.00001147769,0.00002699892,0.00005060227,0.0000543608,0.00002066247],"domain_scores_gemma":[0.9997711,0.00002863632,0.00008866361,0.0000237547,0.00005446448,0.00003343005],"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":[0.001146386,0.0002073033,0.09631152,0.002515566,0.0003002902,0.005251887,0.00323409,0.001988999,0.04658466,0.004326207,0.04262814,0.7955049],"study_design_scores_gemma":[0.0001601854,0.0003150977,0.7489433,0.000788282,0.0003320703,0.01110104,0.003102524,0.0009525667,0.004824676,0.000928995,0.2284935,0.00005778323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5392644,0.01469835,0.008575249,0.001299423,0.00170328,0.003091961,0.0349251,0.001170463,0.3952717],"genre_scores_gemma":[0.8972222,0.009986953,0.01351227,0.001293736,0.0004108658,0.001140186,0.02304394,0.0001254248,0.05326435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03898914,"threshold_uncertainty_score":0.07752436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901323373970345,"score_gpt":0.2556057702167247,"score_spread":0.1965925364770212,"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."}}