{"id":"W4388229615","doi":"10.37002/salve.ficha.28699.2","title":"Ficha de Acyrtops beryllinus","year":2023,"lang":"es","type":"dataset","venue":"Datasets - Sistema SALVE - ICMBio","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002213902,0.001680175,0.001752736,0.001090377,0.00106029,0.001221631,0.003619425,0.001554919,0.00390052],"category_scores_gemma":[0.000466129,0.001530144,0.0010832,0.002150268,0.0008125572,0.0006947598,0.0005394688,0.001569351,0.06525172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005912568,"about_ca_system_score_gemma":0.0005130518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03923989,"about_ca_topic_score_gemma":0.02258435,"domain_scores_codex":[0.9911021,0.0008375704,0.001724901,0.002445706,0.001446349,0.002443371],"domain_scores_gemma":[0.9926065,0.001566543,0.001037961,0.003440173,0.0001181258,0.001230652],"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":[0.0001590044,0.0002113192,0.01783533,0.001279037,0.0007739086,0.001219738,0.00002517039,0.00002942287,0.000006682136,0.00001590832,0.9734498,0.004994644],"study_design_scores_gemma":[0.000733525,0.0004483604,0.04517391,0.0006533556,0.0009922362,0.0002140957,0.0002575617,0.0001476471,0.00004126134,0.00006600619,0.9494564,0.001815623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003209591,0.003652976,0.000005550931,0.0004123459,0.003377891,0.001228237,0.9873341,0.0003162108,0.0004630879],"genre_scores_gemma":[0.001488111,0.004908604,0.0003325581,0.001299516,0.001984189,0.00006247621,0.989538,0.00005223815,0.0003343298],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06135121,"threshold_uncertainty_score":0.9998152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422960557965173,"score_gpt":0.2529996292058873,"score_spread":0.2287700236262355,"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."}}