{"id":"W6938346518","doi":"10.60510/awfwi02406","title":"IGSN AWFWI02406 (EN22021-T03): Individual Sample (Biology, plant - Picea glauca) from Mackenzie Delta (Peel 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":"Sample (material); Delta; Hydrology (agriculture); Vegetation (pathology); 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":[0.001011382,0.003313109,0.003148677,0.001962515,0.0004792831,0.0009046493,0.004008358,0.003418251,0.00943104],"category_scores_gemma":[0.001754848,0.003368657,0.0009672022,0.00161176,0.001523389,0.0003990422,0.002255319,0.003003653,0.002548361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256529,"about_ca_system_score_gemma":0.001621232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966576,"about_ca_topic_score_gemma":0.9971038,"domain_scores_codex":[0.9877657,0.0006998967,0.002213434,0.004377627,0.001742256,0.003201074],"domain_scores_gemma":[0.9901339,0.002577221,0.001421944,0.004263106,0.0002632812,0.001340518],"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":[0.0002083234,0.0004112453,0.008720641,0.0005106964,0.00272148,0.0005815893,0.001505516,0.00000456552,0.000005136171,0.001041683,0.9835076,0.0007815639],"study_design_scores_gemma":[0.002049318,0.000273868,0.00175224,0.001127672,0.001594621,0.0001818176,0.0005221326,0.00002891933,0.00009906754,0.004035629,0.9848442,0.00349053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001241444,0.01053667,0.0006867494,0.0002389875,0.008656722,0.002036031,0.9731728,0.003033807,0.0003967418],"genre_scores_gemma":[0.00302456,0.0003183292,0.007407053,0.0005974339,0.008652768,0.0008867509,0.9728943,0.005290612,0.0009281535],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01021834,"threshold_uncertainty_score":0.9992965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296887717650932,"score_gpt":0.2654171754915761,"score_spread":0.2357284037264829,"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."}}