{"id":"W6912471850","doi":"10.5281/zenodo.4337896","title":"Lasioglossum petrellum","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); Large group","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":[0.000144706,0.0004862985,0.0002663816,0.002184516,0.0009109171,0.0003439626,0.0005205756,0.0003765995,0.009622435],"category_scores_gemma":[0.0002883603,0.0001539559,0.0001622582,0.001138995,0.0004926696,0.0006439259,0.001171081,0.0003036087,0.002192485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182657,"about_ca_system_score_gemma":0.0003404347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146762,"about_ca_topic_score_gemma":0.02521854,"domain_scores_codex":[0.9998714,0.000009366669,0.00001180488,0.00004236774,0.00004131488,0.00002373763],"domain_scores_gemma":[0.9999143,0.000009221709,0.00003576971,0.000009271478,0.00001919575,0.00001226735],"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":[0.001158149,0.0001155517,0.1320837,0.001183348,0.00009380926,0.004273236,0.003332678,0.000808737,0.1472641,0.005077492,0.00861639,0.6959928],"study_design_scores_gemma":[0.0001220924,0.0007539736,0.5993932,0.0005562698,0.0002282559,0.008995374,0.002925663,0.001177476,0.01087013,0.002950551,0.3719546,0.00007244893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840731,0.005353212,0.004318624,0.0004809003,0.0001802924,0.0002651474,0.003515259,0.0006644619,0.101149],"genre_scores_gemma":[0.9808666,0.001046805,0.00289346,0.0002169969,0.00003501806,0.00009097912,0.002248662,0.00002914589,0.01257242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146762,"threshold_uncertainty_score":0.0321902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343602178690492,"score_gpt":0.2130534100463147,"score_spread":0.1596173882594097,"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."}}