{"id":"W6937779540","doi":"10.60510/awfwi02250","title":"IGSN AWFWI02250 (EN22009-T03): Individual Sample (Biology, plant - Picea mariana) 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":"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":[0.0009619574,0.002970946,0.002827802,0.001931373,0.0004675818,0.0008218664,0.003323935,0.00327294,0.01022549],"category_scores_gemma":[0.001332624,0.00303302,0.0008359539,0.001386212,0.001266891,0.0003841048,0.00161063,0.002655026,0.001562875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246591,"about_ca_system_score_gemma":0.001288202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970571,"about_ca_topic_score_gemma":0.9978536,"domain_scores_codex":[0.9890895,0.0006683699,0.00181195,0.003928904,0.001550936,0.002950347],"domain_scores_gemma":[0.9915877,0.002128652,0.001316807,0.003572436,0.0001905337,0.001203879],"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":[0.0002451219,0.0003144786,0.006699876,0.0004364756,0.002646731,0.000558174,0.001549402,0.000005628511,0.000002331768,0.0009758003,0.9856481,0.0009178625],"study_design_scores_gemma":[0.002276168,0.0002768403,0.001560078,0.0009024764,0.001581095,0.0001579656,0.0007010928,0.00003517835,0.00006103474,0.003705175,0.9855896,0.003153339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004905282,0.007978734,0.0009294418,0.0003248569,0.006640866,0.001923613,0.9785563,0.002644991,0.0005106729],"genre_scores_gemma":[0.00325786,0.0003228566,0.005607649,0.0006316798,0.006823799,0.0005957938,0.9775231,0.004486683,0.0007505433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008662617,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129804663255843,"score_gpt":0.2603213032050988,"score_spread":0.2290232565725404,"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."}}