{"id":"W6954595073","doi":"10.57907/mirri/obtjqa","title":"MIRRI0077507","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Natural (archaeology)","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":[0.0001145077,0.0003613885,0.0003260083,0.0001378969,0.0000936373,0.00006390034,0.0004692189,0.0001798685,0.8756076],"category_scores_gemma":[0.00002950259,0.0003899896,0.0001528999,0.0002066213,0.0000234524,0.0000711771,0.0001102763,0.0006748373,0.0950221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103114,"about_ca_system_score_gemma":0.00006624985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227189,"about_ca_topic_score_gemma":0.0001101741,"domain_scores_codex":[0.9984125,0.00004882769,0.0003507082,0.000322304,0.0003063958,0.0005592857],"domain_scores_gemma":[0.9990724,0.0000592714,0.00006170534,0.0006170886,0.00001917968,0.0001703315],"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":[0.000006831945,0.00004639551,0.00002602168,0.00004420912,0.00008806051,0.0001055756,0.000008896301,0.001502064,0.0003699345,0.000006755081,0.9971112,0.0006840835],"study_design_scores_gemma":[0.0003157178,0.00002815913,0.00001875533,0.00001033408,0.00005989115,0.00001458449,0.00001799472,0.0004642298,0.001994479,0.00003440722,0.9966177,0.0004237357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002636776,0.001489307,0.00002527411,0.0000836294,0.001167343,0.0001826162,0.9940354,0.0003423101,0.0000373877],"genre_scores_gemma":[0.0008007832,0.0008844078,0.00005562038,0.0002291627,0.0004389996,0.00009303595,0.9970201,0.00007507852,0.0004028536],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7805855,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008205944256850834,"score_gpt":0.2064055390036576,"score_spread":0.1981995947468067,"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."}}