{"id":"W6955403990","doi":"10.57907/mirri/yj4end","title":"MIRRI0072256","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; Taxonomy (biology); 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":[0.001934396,0.004233792,0.003080027,0.009909893,0.00231352,0.006231805,0.004675654,0.00486729,0.4202273],"category_scores_gemma":[0.01268179,0.001808805,0.001974675,0.01521941,0.00110345,0.002898029,0.004215278,0.002812365,0.5222908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773948,"about_ca_system_score_gemma":0.006555425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03802212,"about_ca_topic_score_gemma":0.05899202,"domain_scores_codex":[0.9977895,0.0002999493,0.0002048725,0.0007353741,0.0005467505,0.0004235161],"domain_scores_gemma":[0.9941542,0.001751066,0.0004882354,0.001347723,0.001454514,0.0008043203],"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":[0.00006664733,0.00001455634,0.000279776,0.0008658087,0.00002067454,0.00001182264,0.00004124976,0.0001134301,0.0001412327,0.0003965674,0.9968274,0.001220943],"study_design_scores_gemma":[0.0002925446,0.00001965964,0.001387803,0.0003831695,0.00004088198,0.00002467737,0.00008375201,0.0001311995,0.0002368089,0.001008593,0.9963523,0.00003859702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002204277,0.00003796263,0.000029876,0.00003083548,0.00001798972,0.0000057091,0.9989762,0.0002872485,0.0005921266],"genre_scores_gemma":[0.000119151,0.00005769998,0.0002224143,0.00005339609,0.000006996425,0.00005169915,0.998348,0.0002244835,0.0009162137],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5797727,"threshold_uncertainty_score":0.8269753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173985613956594,"score_gpt":0.268983823081607,"score_spread":0.2515852616859476,"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."}}