{"id":"W6950000150","doi":"10.5281/zenodo.4337913","title":"Lasioglossum (Dialictus) tuolumnense Gibbs 2009","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Holotype; Chemocline; Taxon; Epilimnion","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002281986,0.0001140204,0.0001029472,0.00004403128,0.001019985,0.0002916726,0.0005958137,0.00004472482,0.09245706],"category_scores_gemma":[0.0002358307,0.0001197322,0.00004910196,0.0004630848,0.0001807191,0.0002855213,0.0004254834,0.0001818768,0.04779216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048902,"about_ca_system_score_gemma":0.000001064915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002100311,"about_ca_topic_score_gemma":4.677946e-7,"domain_scores_codex":[0.9986596,0.0001903908,0.0001606772,0.0003722054,0.0003477933,0.0002693646],"domain_scores_gemma":[0.999399,0.00001249152,0.00003711256,0.000214617,0.00006057355,0.0002762093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001488226,0.0002237719,0.0001802521,0.00003007635,0.00005018024,0.00006205068,0.004576914,0.0003065149,0.04158933,0.0028626,0.7105355,0.239434],"study_design_scores_gemma":[0.000428633,0.000150149,0.008215921,0.000003675423,0.000008454243,0.00002883557,0.0001099732,0.0007602698,0.001211911,0.00004310422,0.988894,0.0001450662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1158308,0.00005029753,0.01427055,0.008586823,0.0001294362,0.0006750505,0.0002501297,0.001237595,0.8589693],"genre_scores_gemma":[0.9965332,0.00003439168,0.0001424802,0.001346785,0.00009098835,2.68551e-8,0.0002468108,0.0005203168,0.001085032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8807024,"threshold_uncertainty_score":0.9529492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914568832211364,"score_gpt":0.2178031478652049,"score_spread":0.1886574595430913,"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."}}