{"id":"W6912591586","doi":"10.5281/zenodo.6003401","title":"Megachile (Xanthosarus) melanophaea subsp. melanophaea melanophaea Smith 1853","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Netting; Selenastrum; Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000838452,0.0003770179,0.0001816812,0.001194857,0.0006345795,0.000201709,0.0002364573,0.0002079872,0.01039513],"category_scores_gemma":[0.0002880025,0.000153506,0.00009428802,0.0008098531,0.0003125926,0.0004872543,0.0004946108,0.0002139345,0.002590194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003587125,"about_ca_system_score_gemma":0.0001644391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007880225,"about_ca_topic_score_gemma":0.02143525,"domain_scores_codex":[0.9999446,0.000006477881,0.000005497754,0.00002011039,0.00001520362,0.000008145481],"domain_scores_gemma":[0.9997906,0.00003406037,0.0001059332,0.00001432259,0.00003208341,0.00002296316],"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":[0.0006157235,0.00007173266,0.257457,0.0008276577,0.000170651,0.001206764,0.002309464,0.001238806,0.03751983,0.003056121,0.0269207,0.6686055],"study_design_scores_gemma":[0.0000269944,0.0001076556,0.8880343,0.0001437327,0.00005437823,0.001740212,0.000676395,0.0003342389,0.00160089,0.000544508,0.1067259,0.00001083903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8567145,0.006576329,0.003663507,0.0003552882,0.0001467573,0.0001527994,0.007051349,0.0003531856,0.1249862],"genre_scores_gemma":[0.9781986,0.002298892,0.002253893,0.00008380343,0.00009550228,0.00007073639,0.002739335,0.00003011545,0.014229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01039513,"threshold_uncertainty_score":0.0347752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159993819689223,"score_gpt":0.3405613060906979,"score_spread":0.2245619241217756,"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."}}