{"id":"W6900526189","doi":"10.60510/awfwi02565","title":"IGSN AWFWI02565 (EN22036-T08): 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":[0.00136868,0.002927864,0.003027167,0.002408047,0.0003518769,0.0007136532,0.003402546,0.003347224,0.01584276],"category_scores_gemma":[0.001913871,0.002947924,0.0009437146,0.001549891,0.0009991636,0.0003347704,0.002043901,0.002727187,0.009671058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334254,"about_ca_system_score_gemma":0.001073275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680219,"about_ca_topic_score_gemma":0.9110546,"domain_scores_codex":[0.9885952,0.0008348563,0.001832584,0.004164231,0.001599317,0.002973741],"domain_scores_gemma":[0.9913195,0.002024575,0.001397363,0.003968142,0.0002092818,0.001081143],"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":[0.0001683986,0.0002989104,0.001093662,0.0004501782,0.002776191,0.0003407234,0.001196467,0.000007381901,0.00001245923,0.003153035,0.9894544,0.001048183],"study_design_scores_gemma":[0.001837937,0.0002275754,0.0007311626,0.0008501593,0.001611329,0.0001062038,0.0005460632,0.00005334447,0.00008145791,0.008990253,0.981885,0.003079586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003659998,0.01306387,0.001678648,0.0003532689,0.004469695,0.00216599,0.9722074,0.003147787,0.002547297],"genre_scores_gemma":[0.001834793,0.0004574014,0.007134798,0.001008016,0.004804142,0.0007475051,0.9750224,0.005387241,0.003603729],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05696724,"threshold_uncertainty_score":0.9995736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156702482686612,"score_gpt":0.2729380938521538,"score_spread":0.2413710690252877,"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."}}