{"id":"W6900444723","doi":"10.60510/awfwi02374","title":"IGSN AWFWI02374 (EN22018-T21): Individual Sample (Biology, plant - Salix sp.) 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; Vegetation (pathology); Hydrology (agriculture)","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":[0.0009774844,0.003109118,0.002947133,0.001919329,0.0004379167,0.0007921981,0.003400232,0.003337136,0.008911926],"category_scores_gemma":[0.001375275,0.003113086,0.0008976058,0.001297389,0.001486168,0.0003780943,0.0016178,0.00257176,0.002319329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295948,"about_ca_system_score_gemma":0.001326516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971198,"about_ca_topic_score_gemma":0.9972042,"domain_scores_codex":[0.9887464,0.0006643571,0.001943125,0.003996771,0.001602578,0.003046778],"domain_scores_gemma":[0.9912577,0.002237575,0.00137681,0.003691814,0.0001988922,0.001237185],"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":[0.0002391999,0.000334281,0.007552876,0.0004596465,0.002527218,0.0004620905,0.002077278,0.00000583392,0.000003253368,0.0007933208,0.9849911,0.000553881],"study_design_scores_gemma":[0.002244126,0.000301339,0.001263318,0.001126398,0.001434053,0.0001687455,0.0007575428,0.00002854003,0.0001180693,0.00414105,0.9851198,0.003297044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008667074,0.00877226,0.0009193364,0.0002416298,0.007471529,0.001928643,0.9763858,0.003060774,0.0003532847],"genre_scores_gemma":[0.005146606,0.0003609077,0.005161648,0.0005437288,0.007667636,0.0006262811,0.9749377,0.005064102,0.0004913881],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008411352,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475091618508708,"score_gpt":0.2682821195028484,"score_spread":0.2335312033177613,"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."}}