{"id":"W6973487344","doi":"10.57907/mirri/upgoe3","title":"MIRRI0064166","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; Filamentous fungus; 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":[0.0008830958,0.0009387585,0.0008553206,0.0006329337,0.0003225577,0.0001572675,0.001844228,0.0004669887,0.9990822],"category_scores_gemma":[0.0005843,0.001005801,0.0005260431,0.0006072558,0.0001084363,0.0001243546,0.001199193,0.001864508,0.9853386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007910696,"about_ca_system_score_gemma":0.0006615403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397021,"about_ca_topic_score_gemma":0.0004347941,"domain_scores_codex":[0.9944951,0.0006643708,0.0009094261,0.001341969,0.001512262,0.001076874],"domain_scores_gemma":[0.9959542,0.0003257158,0.0007648629,0.002454553,0.0001175543,0.0003831254],"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":[0.00008900881,0.0004809816,0.0000205391,0.00008724882,0.0002173818,0.0008538143,0.00002895713,0.00005260358,0.0001525821,0.0000139352,0.9977379,0.0002650576],"study_design_scores_gemma":[0.0009732044,0.0000609399,0.00001784516,0.00004878374,0.0003208207,0.0001232738,0.00009097568,0.000008106799,0.00009567739,0.0001258884,0.997107,0.0010275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007717805,0.001333457,0.000002472928,0.0003916171,0.00202048,0.0006200958,0.9950386,0.0004722226,0.00004391496],"genre_scores_gemma":[0.000003298041,0.0002273093,0.0001764182,0.0007684641,0.001007363,0.0002416703,0.9873734,0.0003058986,0.009896247],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01374359,"threshold_uncertainty_score":0.9992393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170193258234565,"score_gpt":0.2674187999556708,"score_spread":0.2503994741322143,"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."}}