{"id":"W6893642381","doi":"10.5281/zenodo.4337893","title":"Lasioglossum clematisellum","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":"Group (periodic table); Supergroup; White (mutation); Margin (machine learning)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001321114,0.0003888705,0.0002017996,0.001499776,0.0009633225,0.0004294561,0.0003688123,0.0004347401,0.003581887],"category_scores_gemma":[0.0002698687,0.0001135877,0.0001459195,0.000753866,0.0003474572,0.0005343864,0.0008410929,0.00038063,0.0009537389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146123,"about_ca_system_score_gemma":0.0004771156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423402,"about_ca_topic_score_gemma":0.04214716,"domain_scores_codex":[0.9998509,0.00001060857,0.00001131284,0.00005512197,0.00004158473,0.0000305014],"domain_scores_gemma":[0.9998908,0.00001041108,0.00003999049,0.000008412952,0.00003199953,0.00001832329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007995561,0.0001581562,0.1842139,0.0009932212,0.00007690294,0.003398494,0.003060604,0.00162006,0.2329503,0.003399957,0.009392664,0.5599362],"study_design_scores_gemma":[0.00007140667,0.0003540195,0.7466248,0.0003617886,0.0001022085,0.003280826,0.001605666,0.00160721,0.00837577,0.0006523031,0.2369194,0.00004456854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9104517,0.004537357,0.002596051,0.0007322668,0.0001743222,0.0002132036,0.002673606,0.0004223028,0.07819916],"genre_scores_gemma":[0.9836407,0.0008827474,0.002832507,0.0005009393,0.00003493495,0.00007705905,0.002542647,0.00001811892,0.009470344],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02423402,"threshold_uncertainty_score":0.04818594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05585717906732271,"score_gpt":0.2162646975075602,"score_spread":0.1604075184402375,"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."}}