{"id":"W6968970158","doi":"10.5281/zenodo.4337927","title":"Lasioglossum (Dialictus) mesillense","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Halictidae; Dorsum; Monomer","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":[0.00008456796,0.0004811009,0.0001561477,0.001321088,0.0008316137,0.0002600431,0.0003797017,0.000197601,0.01447808],"category_scores_gemma":[0.0001724352,0.0001421044,0.00009307144,0.0007632167,0.0004476155,0.0006366158,0.0008354644,0.0003527009,0.003966141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120174,"about_ca_system_score_gemma":0.0002723552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405299,"about_ca_topic_score_gemma":0.06372562,"domain_scores_codex":[0.9999278,0.000006711375,0.000007256269,0.0000251814,0.00002084273,0.00001221617],"domain_scores_gemma":[0.9999051,0.00001304044,0.00003715265,0.000007649866,0.00002284373,0.00001411539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008452742,0.0001523373,0.1089307,0.001026254,0.00007414272,0.002430548,0.003210866,0.0008143281,0.05296184,0.004212798,0.04150458,0.7838364],"study_design_scores_gemma":[0.00009560823,0.0003293557,0.6816015,0.0004013751,0.0001165974,0.002996406,0.002134848,0.0003744081,0.003340661,0.0007916588,0.3077853,0.00003224026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6705474,0.009643568,0.002402214,0.0007866559,0.0002446455,0.0002716139,0.007171281,0.0009155725,0.308017],"genre_scores_gemma":[0.9659013,0.00249827,0.002053773,0.0005756611,0.0000662481,0.0001097895,0.003392464,0.00004126282,0.02536131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405299,"threshold_uncertainty_score":0.04843402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143875292307252,"score_gpt":0.338164863090834,"score_spread":0.1237773338601088,"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."}}