{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002973201,0.0003608016,0.0005032435,0.0002553113,0.007579035,0.002375776,0.003460928,0.0002062217,0.01645765],"category_scores_gemma":[0.01432813,0.0003470381,0.0001601044,0.000319513,0.0008954032,0.0006377616,0.002830373,0.0008217819,0.008889777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265415,"about_ca_system_score_gemma":0.00002620603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008287837,"about_ca_topic_score_gemma":0.00000440548,"domain_scores_codex":[0.9954042,0.0008463868,0.0006069769,0.0009000653,0.001204605,0.001037772],"domain_scores_gemma":[0.9956378,0.0003975585,0.0003144725,0.002143966,0.0009076411,0.0005986161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005639859,0.001203169,0.00006764197,0.000812788,0.0003367087,0.0003674513,0.002757823,0.00000891905,0.004316453,0.5173514,0.3008262,0.1713874],"study_design_scores_gemma":[0.001952342,0.0006758419,0.002646334,0.0001492615,0.0000803607,0.0002042092,0.0003169484,0.001162064,0.002869462,0.1029891,0.8862337,0.0007203568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1405083,0.0006214836,0.04135744,0.00624186,0.0006472918,0.003190449,0.00283615,0.00311309,0.8014839],"genre_scores_gemma":[0.9865243,0.0002054721,0.00552396,0.0001176324,0.0003214692,5.432576e-7,0.0006145057,0.001844346,0.004847751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.846016,"threshold_uncertainty_score":0.9998981,"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."}}