{"id":"W6900548420","doi":"10.60510/awfwi02456","title":"IGSN AWFWI02456 (EN22024-T06): Individual Sample (Biology, plant - Picea mariana) 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":[0.001059701,0.003277434,0.003100943,0.002138629,0.0004680684,0.0009520419,0.004038006,0.003519214,0.01148574],"category_scores_gemma":[0.001707892,0.003338598,0.000969237,0.001610073,0.001444638,0.0003962472,0.002428135,0.003036979,0.002601091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283781,"about_ca_system_score_gemma":0.001562279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976724,"about_ca_topic_score_gemma":0.9977562,"domain_scores_codex":[0.9879175,0.0006930878,0.00214752,0.004382325,0.001695385,0.003164141],"domain_scores_gemma":[0.9902937,0.002471199,0.001382855,0.004283027,0.0002348209,0.00133435],"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":[0.0002205168,0.0003373876,0.005397971,0.0005207455,0.003176338,0.0007311879,0.001240947,0.000005916411,0.000002550636,0.001590209,0.9856733,0.001102909],"study_design_scores_gemma":[0.00199437,0.0002567975,0.001892594,0.001032798,0.001817634,0.0001800636,0.0004626139,0.00003518309,0.00005670612,0.005007738,0.9838169,0.003446595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004294029,0.008920309,0.0007431486,0.0003379454,0.008639104,0.002078147,0.9751648,0.003010263,0.00067686],"genre_scores_gemma":[0.002010179,0.0003342089,0.007740914,0.0006744004,0.008295126,0.0008401428,0.9735401,0.00532193,0.001243048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008884652,"threshold_uncertainty_score":0.999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944743500545503,"score_gpt":0.2614340239420279,"score_spread":0.2319865889365729,"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."}}