{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009779353,0.0002180744,0.0002500355,0.00001499903,0.001372883,0.0001145626,0.0005704944,0.0001368187,0.001274128],"category_scores_gemma":[0.00001975417,0.00008609084,0.0001540898,0.000353198,0.0007036884,0.0006067979,0.0001871248,0.0001571386,0.0002853409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001879478,"about_ca_system_score_gemma":0.00002308129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003827988,"about_ca_topic_score_gemma":0.0004476504,"domain_scores_codex":[0.9987355,0.00009298215,0.0002668725,0.0003396419,0.0001662247,0.0003987993],"domain_scores_gemma":[0.9995507,0.000127907,0.0001062499,0.00006915198,0.00003090806,0.0001150563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003115011,0.0002102884,0.8758087,0.0000154011,0.0001196411,0.00004224324,0.0003747207,0.000001505923,0.001974705,0.01202387,0.005759486,0.1033579],"study_design_scores_gemma":[0.0002040327,0.0002497768,0.5717084,0.00002369989,0.00001686773,0.00001298742,0.0003178057,0.000005049745,0.001081879,0.0001771773,0.4260011,0.0002012231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632142,0.001325135,4.543728e-7,0.004076835,0.0001359839,0.0002627641,0.0006478675,0.0002018015,0.03013493],"genre_scores_gemma":[0.9964656,0.001620491,0.0001026618,0.0003670997,0.0001869678,0.000009442312,0.00002124435,9.264714e-7,0.001225616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202417,"threshold_uncertainty_score":0.9999272,"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."}}