{"id":"W6973498242","doi":"10.57907/mirri/8xnd1d","title":"MIRRI0033346","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Ustilago; Identification (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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008989573,0.0009455691,0.0008639104,0.000632391,0.0003239632,0.0001569851,0.001838686,0.0004706391,0.9990571],"category_scores_gemma":[0.0006353091,0.001012135,0.0005166312,0.0006355628,0.0001087692,0.0001243033,0.001181891,0.001886719,0.9843718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008004205,"about_ca_system_score_gemma":0.0006946467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258622,"about_ca_topic_score_gemma":0.0004000979,"domain_scores_codex":[0.9944481,0.000681422,0.0009131655,0.001353298,0.001518097,0.001085943],"domain_scores_gemma":[0.9959098,0.0003198007,0.0007674523,0.002490461,0.0001216613,0.0003908392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008873294,0.000480823,0.00002154883,0.00008801217,0.0002246734,0.0008517005,0.00003043744,0.00004862344,0.0001442484,0.00001481052,0.9977828,0.0002235898],"study_design_scores_gemma":[0.0009815309,0.00006076198,0.0000173857,0.00004927043,0.0003266,0.0001231627,0.00009453622,0.000008152507,0.00009621571,0.0001240873,0.997085,0.001033255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007232978,0.00139098,0.000002515087,0.0003914977,0.002143643,0.0006274072,0.9948633,0.0004694698,0.00003883675],"genre_scores_gemma":[0.00000317518,0.0002419313,0.0001819564,0.0007981996,0.0009911751,0.0002428786,0.98909,0.0003081161,0.008142523],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0146852,"threshold_uncertainty_score":0.9992329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728711868089764,"score_gpt":0.2678193189062493,"score_spread":0.2505322002253516,"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."}}