{"id":"W6975443867","doi":"10.60510/awfwi02566","title":"IGSN AWFWI02566 (EN22036-T09): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, 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); Yield (engineering); Sampling (signal processing)","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":[0.001368069,0.002922424,0.003019286,0.002407126,0.0003514096,0.0007310819,0.003424145,0.003349117,0.01620323],"category_scores_gemma":[0.001950352,0.002942882,0.0009364049,0.001547713,0.001002163,0.0003424997,0.002054267,0.002743072,0.009474146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205973,"about_ca_system_score_gemma":0.001069794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665201,"about_ca_topic_score_gemma":0.8950717,"domain_scores_codex":[0.9885897,0.0008339451,0.001853153,0.004166408,0.001589741,0.002967066],"domain_scores_gemma":[0.9912606,0.002060053,0.001412491,0.00398086,0.0002065185,0.001079512],"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":[0.0001674463,0.000298454,0.001059843,0.0004483349,0.003038882,0.0003352019,0.001184928,0.000006718764,0.00001204269,0.003531801,0.9888986,0.001017734],"study_design_scores_gemma":[0.001823974,0.0002322603,0.000740484,0.0008408555,0.001898237,0.0001064509,0.0005402403,0.0000465662,0.00007206768,0.009889709,0.9807372,0.003071972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003352744,0.01459906,0.001772166,0.0003354096,0.004540802,0.002151654,0.9708239,0.003077917,0.002363835],"genre_scores_gemma":[0.002123935,0.0004632814,0.006277425,0.0009970849,0.004784037,0.0007455018,0.975784,0.005373258,0.003451486],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07144844,"threshold_uncertainty_score":0.9995576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160338065009399,"score_gpt":0.2729354462157202,"score_spread":0.2413320655656263,"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."}}