{"id":"W2338858804","doi":"10.17161/jom.v0i61.4721","title":"A new species of &lt;i&gt;Systropha&lt;/i&gt; from Thailand (Hymenoptera: Halictidae: Rophitinae)","year":2016,"lang":"en","type":"article","venue":"Journal of Melittology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Halictidae; Subgenus; Hymenoptera; Zoology; Key (lock); Biology; Ecology; Taxonomy (biology); Apoidea","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001987747,0.0001667558,0.0005669791,0.00002716717,0.00009043363,0.00001932959,0.0003369302,0.000117151,0.0011087],"category_scores_gemma":[0.0001319699,0.00005025558,0.0001920469,0.0001150117,0.000118355,0.0001293657,0.00008846592,0.0001002087,0.00004208568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002519012,"about_ca_system_score_gemma":0.00002078345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000607961,"about_ca_topic_score_gemma":0.0006931,"domain_scores_codex":[0.998628,0.0001017643,0.0005431933,0.0001701228,0.0002739032,0.00028301],"domain_scores_gemma":[0.9986407,0.0005031548,0.0005322476,0.00003298543,0.0001531824,0.0001377722],"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":[0.0002616336,0.00004876128,0.02147657,0.00000323052,0.0001006149,0.00007988384,0.00008011347,1.810759e-7,0.9419866,0.001080708,0.01702085,0.01786084],"study_design_scores_gemma":[0.0006623444,0.001037454,0.6556013,0.0001108484,0.00005408323,0.0001451086,0.00007420177,6.048851e-7,0.01033058,0.001387167,0.3304455,0.0001509035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869583,0.003529476,0.00002949305,0.005483806,0.0003029068,0.00004968341,0.0000809731,0.00001174836,0.003553594],"genre_scores_gemma":[0.9943072,0.001537341,0.0003080841,0.00007431358,0.001441258,7.47551e-7,0.00000249847,0.000001155217,0.002327461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.931656,"threshold_uncertainty_score":0.9998044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527919178863445,"score_gpt":0.2051005759203506,"score_spread":0.1798213841317162,"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."}}