{"id":"W6919461203","doi":"10.60510/awfwi02905","title":"IGSN AWFWI02905 (EN22069-T19): Individual Sample (Biology, plant - Betula glandulosa) from Fort Nelson - T8 Area East, British Columbia, 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); Vegetation (pathology); Work (physics)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00103419,0.002052054,0.00318451,0.0009756692,0.0004728321,0.002287785,0.002955142,0.003242779,0.02192697],"category_scores_gemma":[0.001436646,0.003029961,0.001094792,0.001261728,0.001229643,0.000376592,0.001759996,0.002411219,0.001359161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008209705,"about_ca_system_score_gemma":0.001011894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.998828,"about_ca_topic_score_gemma":0.9991001,"domain_scores_codex":[0.9887615,0.0005728827,0.001949875,0.004074483,0.001579585,0.003061604],"domain_scores_gemma":[0.9927968,0.001351994,0.001287154,0.003080987,0.0002133162,0.001269729],"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":[0.00007376588,0.0003892221,0.009267773,0.0004048286,0.002246442,0.0007646311,0.0006458799,0.000003679865,0.000001722639,0.00007792911,0.9825897,0.003534491],"study_design_scores_gemma":[0.002523398,0.000307107,0.005510982,0.002080994,0.001465437,0.000524091,0.000412962,0.00004560661,0.00001257171,0.00675187,0.9771581,0.003206918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005851792,0.008084058,0.0009282768,0.0001083921,0.003438242,0.002513491,0.9753693,0.002901886,0.0008045872],"genre_scores_gemma":[0.007740813,0.0003120563,0.004094576,0.0005657893,0.003865974,0.001022482,0.9750557,0.004805288,0.002537314],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02056781,"threshold_uncertainty_score":0.9998903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385381789560087,"score_gpt":0.2517465948577979,"score_spread":0.2132084159017892,"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."}}