{"id":"W6975712000","doi":"10.60510/awfwi02225","title":"IGSN AWFWI02225 (EN22007-T02): Individual Sample (Biology, plant - Betula glandulosa) from Mackenzie Delta (Caribou Hills), 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"],"category_scores_codex":[0.0009817393,0.003060722,0.003020681,0.001892724,0.0004442678,0.0008154127,0.003581799,0.003367158,0.006807301],"category_scores_gemma":[0.001559232,0.003050262,0.0009629642,0.001461127,0.001447113,0.0003694143,0.001974612,0.002618503,0.0004803115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170729,"about_ca_system_score_gemma":0.001316813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996526,"about_ca_topic_score_gemma":0.9995663,"domain_scores_codex":[0.9886526,0.0006686462,0.002145376,0.003872059,0.001657014,0.003004322],"domain_scores_gemma":[0.9910913,0.002021613,0.00135445,0.003961192,0.0002600611,0.001311395],"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":[0.0001678054,0.0003539694,0.01186561,0.0003959359,0.002599763,0.0004862085,0.001079649,0.000005636606,6.160053e-7,0.0008991482,0.9812323,0.0009133411],"study_design_scores_gemma":[0.002107556,0.0002763282,0.003123553,0.001061409,0.001673054,0.0001739121,0.0002754974,0.0000239785,0.00008941218,0.004629354,0.9833389,0.003227071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001346512,0.01017746,0.000487559,0.0002526036,0.006803565,0.001822623,0.9762661,0.002756682,0.00008691527],"genre_scores_gemma":[0.004341424,0.0004231434,0.005296255,0.0005376225,0.007668833,0.0007035923,0.9764506,0.004477629,0.0001008979],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009754321,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849874995631705,"score_gpt":0.2667780353875423,"score_spread":0.2382792854312253,"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."}}