{"id":"W6931914571","doi":"10.5281/zenodo.8290029","title":"Lasioglossum (Dialictus) paralepidii Landaverde-González & Gardner & Moo-Valle & Quezada-Euán & Ayala & Husemann 2023, sp. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dorsum; Holotype; Margin (machine learning); Sporangium; Paratype","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":[0.0002060493,0.00105054,0.0004475683,0.001453043,0.001212368,0.0006160614,0.0006436779,0.0008112855,0.006210927],"category_scores_gemma":[0.0005409706,0.0002805069,0.0002471412,0.0009060765,0.0007281285,0.001323669,0.001019533,0.0007159348,0.004439551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054933,"about_ca_system_score_gemma":0.0006382372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099504,"about_ca_topic_score_gemma":0.04789618,"domain_scores_codex":[0.9998384,0.00001558743,0.00001915947,0.00005849918,0.00004131588,0.0000269488],"domain_scores_gemma":[0.9997844,0.00003410361,0.00007858698,0.00001915648,0.00005020317,0.00003363546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008901884,0.0002015808,0.07598495,0.002156195,0.0001895747,0.006385495,0.003819261,0.001939824,0.05679522,0.002073454,0.02497679,0.8245875],"study_design_scores_gemma":[0.0004069764,0.0006337562,0.526585,0.001545164,0.0006334831,0.01541199,0.005920929,0.002004724,0.007954533,0.001462387,0.4373188,0.0001222048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6850436,0.03752668,0.01835054,0.00218092,0.001675113,0.001258912,0.01416282,0.001900049,0.2379013],"genre_scores_gemma":[0.950148,0.01105226,0.007965082,0.001665599,0.0002284047,0.0005279022,0.005076772,0.00009728859,0.02323861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099504,"threshold_uncertainty_score":0.04174566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273823182483788,"score_gpt":0.2340930840268619,"score_spread":0.206710765778483,"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."}}