{"id":"W6936140896","doi":"10.57907/mirri/bdqw3a","title":"MIRRI0049641","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); Key (lock)","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":[0.0008877717,0.0009456553,0.0008632005,0.0006365955,0.0003237312,0.0001572393,0.001854362,0.0004707452,0.9990559],"category_scores_gemma":[0.0006025527,0.001012294,0.000537692,0.0006112647,0.0001092139,0.0001227656,0.001198454,0.001889579,0.9846349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008202703,"about_ca_system_score_gemma":0.0006921865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392373,"about_ca_topic_score_gemma":0.0004439745,"domain_scores_codex":[0.9944649,0.0006609907,0.0009133071,0.001353621,0.0015221,0.001085032],"domain_scores_gemma":[0.9959162,0.0003240201,0.0007627499,0.002488349,0.0001177406,0.0003908666],"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":[0.00009019693,0.0004836732,0.00002035394,0.00008928226,0.0002256428,0.0008637522,0.00002914293,0.00005367135,0.0001539217,0.00001504689,0.9977391,0.0002361713],"study_design_scores_gemma":[0.0009989729,0.00006225251,0.00001713341,0.00005098775,0.0003263458,0.0001236441,0.00009285475,0.000007779104,0.00009591744,0.0001291625,0.9970617,0.00103325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000840447,0.001398158,0.000002405595,0.000408846,0.002092403,0.0006277564,0.9948707,0.0004816081,0.00003404552],"genre_scores_gemma":[0.000003628485,0.0002343161,0.0001792857,0.0007703239,0.001015463,0.0002427665,0.9893426,0.0003080785,0.007903541],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01442107,"threshold_uncertainty_score":0.9992328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717665684521447,"score_gpt":0.2678177866839276,"score_spread":0.2506411298387131,"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."}}