{"id":"W6955352872","doi":"10.57907/mirri/pkci2b","title":"MIRRI0046383","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":"Taxon; Organism; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001714545,0.003272102,0.003154978,0.007371172,0.002552782,0.006283479,0.004932372,0.004404238,0.377483],"category_scores_gemma":[0.01051677,0.001685211,0.001374728,0.01390994,0.0009056096,0.003533778,0.004340834,0.002707802,0.5382116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661629,"about_ca_system_score_gemma":0.00523919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03240925,"about_ca_topic_score_gemma":0.05568447,"domain_scores_codex":[0.9979814,0.0002860839,0.0002071361,0.0006991383,0.0004500507,0.0003760814],"domain_scores_gemma":[0.995235,0.001258347,0.0004379388,0.001194052,0.001321839,0.000552898],"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":[0.00005811837,0.00001170444,0.0002923126,0.0007003173,0.00001647265,0.00001160187,0.0000365019,0.00006655823,0.0001519408,0.0004443143,0.9970111,0.001199162],"study_design_scores_gemma":[0.0001523728,0.00001282294,0.001544111,0.0002491448,0.00002271298,0.00002601995,0.00006363479,0.00007000427,0.0001979113,0.0006144588,0.9970228,0.00002396778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002263891,0.00003219056,0.00003155397,0.00003303522,0.00001478229,0.000004271848,0.9988415,0.0002696177,0.0007504256],"genre_scores_gemma":[0.0001032735,0.00004199349,0.0001697059,0.00004194398,0.000006183505,0.0000347248,0.9984871,0.0001709567,0.0009440606],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.622517,"threshold_uncertainty_score":0.887945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719495521025174,"score_gpt":0.267835691452003,"score_spread":0.2506407362417513,"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."}}