{"id":"W6954902668","doi":"10.57907/mirri/mlfexp","title":"MIRRI0090473","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; 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":[0.0008953735,0.000945022,0.0008641151,0.0006357123,0.0003228693,0.0001577158,0.001854997,0.0004707638,0.9990667],"category_scores_gemma":[0.0006028929,0.001011155,0.0005273017,0.0006116689,0.0001074701,0.0001249142,0.001185696,0.00189212,0.9854881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007876673,"about_ca_system_score_gemma":0.0006682372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270922,"about_ca_topic_score_gemma":0.0003881173,"domain_scores_codex":[0.9944577,0.0006696741,0.00091333,0.00135116,0.001524037,0.001084064],"domain_scores_gemma":[0.9959131,0.000325859,0.0007673617,0.002485438,0.0001179113,0.0003902905],"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":[0.00009028104,0.0004835667,0.00002018837,0.00008623506,0.0002188467,0.0008565404,0.00003002565,0.0000516957,0.0001510427,0.00001372331,0.997755,0.0002428749],"study_design_scores_gemma":[0.0009748138,0.00006425785,0.00001808657,0.00004988819,0.0003131504,0.0001228024,0.00009300218,0.000008050052,0.00009494604,0.0001319793,0.9970968,0.001032188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007755424,0.001404303,0.000002362036,0.0004064737,0.00205684,0.0006216498,0.9949158,0.0004764172,0.00003855983],"genre_scores_gemma":[0.000003355363,0.0002424465,0.000179729,0.0007815076,0.001016235,0.0002344653,0.9890726,0.0003034003,0.008166284],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0135786,"threshold_uncertainty_score":0.9992339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719132268409144,"score_gpt":0.2680781507276355,"score_spread":0.2508868280435441,"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."}}