{"id":"W6898583568","doi":"10.57907/mirri/nwjb5a","title":"MIRRI0041124","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); 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":[0.0008754655,0.0009415556,0.0008618861,0.0006371036,0.0003156468,0.0001597376,0.001873224,0.0004681275,0.999061],"category_scores_gemma":[0.0005928706,0.001004918,0.0005364364,0.0006100571,0.0001078304,0.0001226785,0.001234493,0.001914369,0.985089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008069492,"about_ca_system_score_gemma":0.0006852608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215784,"about_ca_topic_score_gemma":0.0003776509,"domain_scores_codex":[0.9944947,0.0006307191,0.0009113014,0.001353559,0.001537175,0.00107257],"domain_scores_gemma":[0.9959127,0.0003126807,0.0007436077,0.002528312,0.0001160477,0.0003865925],"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":[0.00008661758,0.0004832496,0.00002040484,0.00009306795,0.0002299788,0.0008447852,0.00003023964,0.00005533411,0.0001421402,0.00001493861,0.9977756,0.0002236363],"study_design_scores_gemma":[0.000969125,0.00006309263,0.00001623943,0.00005241462,0.0003332653,0.0001234746,0.00009375638,0.00000902898,0.00009623258,0.0001391163,0.9970776,0.001026582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007130327,0.00146378,0.00000255456,0.000432108,0.002186667,0.0006198753,0.9947034,0.000484138,0.00003619818],"genre_scores_gemma":[0.000003635544,0.0002281039,0.0001767398,0.0008246801,0.001021193,0.0002393099,0.9889485,0.000308712,0.008249123],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01397204,"threshold_uncertainty_score":0.9992401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718232102835101,"score_gpt":0.2683565194652976,"score_spread":0.2511741984369467,"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."}}