{"id":"W6917431198","doi":"10.57907/mirri/s5jf22","title":"MIRRI0057436","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); Population","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":[0.000899651,0.0009448231,0.0008615683,0.0006363644,0.0003218809,0.0001568472,0.001853326,0.0004701275,0.999076],"category_scores_gemma":[0.0005949976,0.001011599,0.0005279667,0.0005984311,0.0001085272,0.0001254729,0.001205763,0.001888031,0.9848183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008065845,"about_ca_system_score_gemma":0.0006747757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279526,"about_ca_topic_score_gemma":0.0004452347,"domain_scores_codex":[0.9944558,0.0006672905,0.0009145297,0.001351567,0.00152094,0.001089851],"domain_scores_gemma":[0.9959105,0.0003278115,0.0007668106,0.002486501,0.000114717,0.0003936946],"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":[0.0000920645,0.0004864074,0.00002029397,0.00008572423,0.0002262343,0.0008316648,0.0000298227,0.00005197068,0.0001500425,0.00001416948,0.9977843,0.000227376],"study_design_scores_gemma":[0.0009871718,0.00006039095,0.00001812854,0.00004984358,0.0003274871,0.0001214018,0.00009479981,0.000008121769,0.00009650626,0.0001242228,0.9970791,0.001032799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007588725,0.001377357,0.000002388831,0.0004186173,0.002023056,0.0006220899,0.9949648,0.000476175,0.00003960895],"genre_scores_gemma":[0.000003417787,0.0002467656,0.0001817794,0.0008111208,0.001048089,0.0002411571,0.9891312,0.0003079349,0.008028593],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01425776,"threshold_uncertainty_score":0.9992334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721673077440905,"score_gpt":0.2681290158633093,"score_spread":0.2509122850889003,"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."}}