{"id":"W6919246108","doi":"10.60510/awfwi02740","title":"IGSN AWFWI02740 (EN22055-T12): Individual Sample (Biology, plant - Populus tremuloides) from Tintina Trench, Yukon, 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); Quality (philosophy); Productivity","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":[0.001164763,0.003061567,0.003234828,0.002520873,0.000335377,0.0006126155,0.003264276,0.00298287,0.01903696],"category_scores_gemma":[0.002436898,0.002972495,0.001193482,0.001647366,0.001152459,0.000295576,0.001763292,0.00257187,0.009195122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008918233,"about_ca_system_score_gemma":0.000752444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.960677,"about_ca_topic_score_gemma":0.9057432,"domain_scores_codex":[0.9882117,0.0008232862,0.002192286,0.004254451,0.001454902,0.003063401],"domain_scores_gemma":[0.9912805,0.002058012,0.001535441,0.003838683,0.000175219,0.001112164],"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":[0.0001406423,0.000369748,0.0009585578,0.0003250649,0.001826927,0.0003282688,0.001484175,0.000004882774,0.00001654244,0.0009280186,0.9892129,0.004404227],"study_design_scores_gemma":[0.001988744,0.0002716017,0.0006579491,0.001048939,0.001548794,0.0001630324,0.0004340354,0.00005390177,0.000179399,0.007829841,0.9826425,0.003181219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008882054,0.01078761,0.000661394,0.0002412557,0.004256431,0.001779269,0.9739693,0.003498651,0.003917921],"genre_scores_gemma":[0.00525218,0.0002835834,0.008076533,0.0005174242,0.004226594,0.00063728,0.9712849,0.005059337,0.004662119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05493379,"threshold_uncertainty_score":0.9997292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855548419223191,"score_gpt":0.2773151732255338,"score_spread":0.2387596890333019,"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."}}