{"id":"W6957157771","doi":"10.60510/awfwi02279","title":"IGSN AWFWI02279 (EN22011-T01): Individual Sample (Biology, plant - Betula papyrifera) from Mackenzie Delta (Anderson Plain), Northwest Territories, 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":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); 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":[0.0009907854,0.003142745,0.003008019,0.001852165,0.0005226031,0.0008034881,0.003375735,0.003407393,0.009073205],"category_scores_gemma":[0.001220432,0.003155814,0.00093033,0.001198143,0.001465982,0.0003873597,0.001553941,0.002780655,0.001283579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116062,"about_ca_system_score_gemma":0.001225376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971623,"about_ca_topic_score_gemma":0.9974488,"domain_scores_codex":[0.988669,0.0007192992,0.001953891,0.004004776,0.001638797,0.003014207],"domain_scores_gemma":[0.9913328,0.002225669,0.001314844,0.003663526,0.0002039729,0.001259237],"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":[0.0002379315,0.0003564138,0.008286729,0.0004356659,0.002620977,0.0004599442,0.002340765,0.000005048176,0.0000026665,0.0008912507,0.9836535,0.0007091521],"study_design_scores_gemma":[0.002317912,0.0003171118,0.001624063,0.0009915615,0.001452659,0.0001475383,0.0007736772,0.00002704349,0.0001383748,0.004255905,0.9846117,0.003342375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001205663,0.009186571,0.000686691,0.0002551425,0.006413382,0.001971787,0.9771243,0.002900026,0.0002563968],"genre_scores_gemma":[0.00726732,0.0003870893,0.004328976,0.0005826373,0.00680031,0.0007521342,0.9746601,0.004854885,0.0003665193],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008799482,"threshold_uncertainty_score":0.9995199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345718118300291,"score_gpt":0.264480876785627,"score_spread":0.2310236956026241,"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."}}