{"id":"W6931218946","doi":"10.5281/zenodo.4337931","title":"Lasioglossum (Dialictus) testaceum","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Halictidae; Lotus; Bristol-Myers","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000175559,0.00009395149,0.0001051991,0.0000118659,0.00109284,0.0002765787,0.0006438965,0.00006197628,0.01934977],"category_scores_gemma":[0.0003639271,0.00004529595,0.00004782799,0.0003785767,0.00008697062,0.00009466391,0.0005470626,0.0001423271,0.01090994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323813,"about_ca_system_score_gemma":5.632854e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002033534,"about_ca_topic_score_gemma":8.848074e-7,"domain_scores_codex":[0.9989638,0.0001659349,0.0001368526,0.0003036016,0.0001509483,0.0002788469],"domain_scores_gemma":[0.9995016,0.00002456871,0.00004524622,0.00006737033,0.0001449232,0.0002162544],"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":[0.00009253181,0.00008857451,0.00006591267,0.00001660606,0.00001940704,0.00001208849,0.00044033,0.000004512097,0.274311,0.001762804,0.3668408,0.3563454],"study_design_scores_gemma":[0.0001120621,0.0003669196,0.005309951,0.000003758935,0.000003346257,0.00001599248,0.0001514382,0.000101636,0.0008441433,0.00006514731,0.9929155,0.0001101014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7784963,0.0001731463,0.0001157731,0.02702922,0.000193988,0.0004966604,0.0005322163,0.001997946,0.1909647],"genre_scores_gemma":[0.9965714,0.00005583697,0.00003758064,0.00149355,0.0004761537,1.46037e-8,0.001004242,0.00005045192,0.0003107531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6260747,"threshold_uncertainty_score":0.9898602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585008416829616,"score_gpt":0.2205455311669131,"score_spread":0.1620446894839515,"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."}}