{"id":"W266841515","doi":"10.5281/zenodo.16385727","title":"The Biology of Thrincohalictus prognathus (Perez) (Hymenoptera: Halictidae: Halictini)","year":2000,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Halictidae; Hymenoptera; Biology; Zoology; Ecology; Apoidea","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":[0.00007956133,0.0002157753,0.000150444,0.0006198859,0.0005701391,0.0002532599,0.0002646715,0.0002796998,0.005145918],"category_scores_gemma":[0.0001777526,0.0001217838,0.00008199646,0.000164344,0.0005680933,0.0005014194,0.0003283097,0.0003186296,0.0008225039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007161351,"about_ca_system_score_gemma":0.0002683557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072387,"about_ca_topic_score_gemma":0.03549232,"domain_scores_codex":[0.9999626,0.000004387678,0.000001794335,0.00001605925,0.000006605412,0.000008633801],"domain_scores_gemma":[0.999828,0.00002025271,0.00005313236,0.00001040858,0.00003306926,0.00005519868],"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":[0.0008134063,0.0001765525,0.3228917,0.0006548563,0.00006060894,0.002115152,0.005291006,0.001285446,0.5303935,0.002126815,0.008282988,0.125908],"study_design_scores_gemma":[0.000009947067,0.0003909078,0.9777862,0.00003138139,0.00001904405,0.001478044,0.002024317,0.00037166,0.008547398,0.0003138398,0.009012613,0.00001461672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983546,0.001111464,0.0003165697,0.0003739224,0.00001892267,0.0000226971,0.0004076029,0.00004299048,0.01415991],"genre_scores_gemma":[0.9833409,0.0004740964,0.0004130397,0.0001354145,0.0000132032,0.00002913413,0.0003341803,0.00001308394,0.01524691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072387,"threshold_uncertainty_score":0.02132291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166109981471672,"score_gpt":0.1846988194677882,"score_spread":0.1630377196530715,"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."}}