{"id":"W6929804046","doi":"10.5281/zenodo.10406260","title":"Scipopus (Phaeopterina) stigmatica Lindsay & Marshall 2023, comb. nov.","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Distribution (mathematics); Interpretation (philosophy); Arch; Differential (mechanical device)","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":[0.0001364254,0.0009845945,0.0002961273,0.001647664,0.001806536,0.0004806707,0.0005874556,0.0008009326,0.01167266],"category_scores_gemma":[0.0004985297,0.0002588903,0.0002575021,0.0009444958,0.0006776891,0.001714434,0.001143504,0.0009393772,0.00676379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634747,"about_ca_system_score_gemma":0.0005190567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009222266,"about_ca_topic_score_gemma":0.01914432,"domain_scores_codex":[0.9998314,0.00001377497,0.00001617545,0.00005228556,0.00006630064,0.00002001654],"domain_scores_gemma":[0.9998261,0.00002641036,0.00005841318,0.00001882811,0.00004132594,0.00002891353],"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":[0.0004001461,0.0001202452,0.02189917,0.001236181,0.0001309871,0.003280694,0.001644732,0.001051376,0.02910026,0.003561846,0.0588158,0.8787585],"study_design_scores_gemma":[0.0001351191,0.0003825913,0.2841321,0.001078898,0.0002306963,0.01609685,0.00218434,0.0009043392,0.005389936,0.002589604,0.6868159,0.00005968502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.263735,0.04851064,0.01532231,0.002463402,0.004265934,0.002521489,0.01908683,0.001246299,0.6428482],"genre_scores_gemma":[0.8704745,0.02107943,0.0157203,0.002917234,0.0008766709,0.0008188005,0.01148202,0.0001158451,0.07651522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01167266,"threshold_uncertainty_score":0.03904891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567834829057766,"score_gpt":0.3154747297246969,"score_spread":0.2697963814341192,"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."}}