{"id":"W6938182710","doi":"10.60510/awfwi02721","title":"IGSN AWFWI02721 (EN22052-T11): Individual Sample (Biology, plant - Salix sp.) from Tintina Trench, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00116146,0.002933085,0.003061103,0.00228247,0.0002976427,0.0006084903,0.003269532,0.003011565,0.02488355],"category_scores_gemma":[0.002063171,0.002865363,0.001076709,0.001553734,0.001298518,0.0002678582,0.001926454,0.002560792,0.01202171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008051181,"about_ca_system_score_gemma":0.0009660581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9547524,"about_ca_topic_score_gemma":0.8619862,"domain_scores_codex":[0.9887062,0.000783789,0.002030281,0.004130507,0.001404918,0.002944339],"domain_scores_gemma":[0.9911154,0.00232358,0.001477047,0.003861205,0.0001829902,0.001039813],"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":[0.0001080043,0.0003226149,0.000853062,0.000361428,0.001952621,0.0003134945,0.001504643,0.000004198032,0.00001439482,0.001858345,0.9913114,0.001395837],"study_design_scores_gemma":[0.001659946,0.0002493752,0.0006657513,0.001099145,0.001385543,0.0001526649,0.0003850716,0.00002672622,0.0001569496,0.01135347,0.9797964,0.003068934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005702843,0.009764824,0.0009220188,0.0002426364,0.004255576,0.001709869,0.9742531,0.003369262,0.004912449],"genre_scores_gemma":[0.00237172,0.0002960311,0.01200607,0.0005664183,0.004734807,0.0005792709,0.9710048,0.005074249,0.00336666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0927662,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781870015639936,"score_gpt":0.2764148484122166,"score_spread":0.2385961482558172,"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."}}