{"id":"W6917781124","doi":"10.57907/mirri/lqzfuw","title":"MIRRI0059565","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; Identification (biology); Key (lock)","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":[0.0008633276,0.0009413724,0.0008566577,0.0006295373,0.0003208181,0.0001580957,0.001851571,0.0004681628,0.9991146],"category_scores_gemma":[0.0005773423,0.001008398,0.000526424,0.0005913111,0.0001081598,0.0001248136,0.001231381,0.001888026,0.9854978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007894672,"about_ca_system_score_gemma":0.0006686224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268985,"about_ca_topic_score_gemma":0.0004490205,"domain_scores_codex":[0.9944857,0.0006640549,0.0009107498,0.001348347,0.001507072,0.001084042],"domain_scores_gemma":[0.9959266,0.0003215473,0.0007639838,0.002480819,0.000114861,0.0003922366],"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":[0.00009432034,0.0004865025,0.00002216996,0.00008494219,0.0002248569,0.0008076032,0.00002961768,0.00005508894,0.0001560499,0.00001416448,0.9977959,0.0002287926],"study_design_scores_gemma":[0.0009833038,0.00006015218,0.00001967256,0.0000495574,0.0003228032,0.0001192409,0.00009313694,0.000008161848,0.0000966539,0.0001230944,0.9970952,0.001029045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008299347,0.001303813,0.000002569159,0.0004297102,0.002072397,0.0006231026,0.9949772,0.000470146,0.00003801329],"genre_scores_gemma":[0.000003803417,0.0002286817,0.0001887673,0.000796433,0.001026864,0.0002421903,0.9890518,0.0003040141,0.008157513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01361688,"threshold_uncertainty_score":0.9992366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172450146254839,"score_gpt":0.2681655193562615,"score_spread":0.2509205047307776,"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."}}