{"id":"W4307868098","doi":"10.3897/jhr.93.85685","title":"Leioproctus zephyr Prendergast (Hymenoptera, Colletidae, Leioproctus), an oligoletic new bee species with a distinctive clypeus","year":2022,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swan River Trust; York University","keywords":"Biology; Subgenus; Hymenoptera; Zoology; Taxonomy (biology); Ecology; Foraging; Biodiversity; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008804781,0.0003051324,0.0002045997,0.0008320481,0.0004768955,0.0003095389,0.0002573966,0.0002803951,0.001125644],"category_scores_gemma":[0.0001739602,0.0001506697,0.0001288106,0.00031673,0.0004110975,0.0005305876,0.0005151746,0.0003957044,0.0006509955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239781,"about_ca_system_score_gemma":0.0001438747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275096,"about_ca_topic_score_gemma":0.006925328,"domain_scores_codex":[0.9999307,0.000009764053,0.000006134688,0.00002281546,0.00001823603,0.00001231844],"domain_scores_gemma":[0.9998707,0.00002618756,0.00005510294,0.0000131592,0.00001096356,0.00002392576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004451894,0.0001172913,0.2089909,0.0008804602,0.000103665,0.007803027,0.005568404,0.0003571641,0.549758,0.0009442474,0.002217351,0.2228143],"study_design_scores_gemma":[0.00002014446,0.0004114691,0.9508281,0.00009633434,0.00006021209,0.0139018,0.00121705,0.0004962985,0.004875212,0.0002399332,0.02782123,0.00003220663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895544,0.002928742,0.001662223,0.0001454677,0.00001814834,0.00005565749,0.0004205585,0.0001346845,0.005080101],"genre_scores_gemma":[0.9929134,0.001008385,0.002896552,0.0001424821,0.00001553929,0.00003334211,0.0005788635,0.00001152766,0.002400009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275096,"threshold_uncertainty_score":0.004523754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09985257189296433,"score_gpt":0.2829584141266072,"score_spread":0.1831058422336429,"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."}}