{"id":"W6956750765","doi":"10.60510/awfwi02524","title":"IGSN AWFWI02524 (EN22033-T05): Individual Sample (Biology, plant - Picea glauca) 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":[0.001305381,0.003043946,0.003070828,0.002382177,0.0003553098,0.0006920459,0.003448611,0.003307618,0.01290517],"category_scores_gemma":[0.001852313,0.003038832,0.0009882612,0.00157114,0.001083221,0.0003413356,0.001963739,0.002822574,0.01060585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375691,"about_ca_system_score_gemma":0.001159292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585205,"about_ca_topic_score_gemma":0.8650945,"domain_scores_codex":[0.9882686,0.0008064107,0.001929895,0.004228503,0.001685539,0.003081013],"domain_scores_gemma":[0.9912225,0.002114821,0.001391575,0.003937336,0.0002214943,0.001112244],"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":[0.0001585529,0.0003507948,0.001498925,0.0004919941,0.002521154,0.0002776742,0.00169215,0.000005637854,0.00002775638,0.001980813,0.9902595,0.0007349973],"study_design_scores_gemma":[0.001799189,0.0002587361,0.0006922644,0.0009867327,0.001514661,0.0001133382,0.0006430799,0.00004600144,0.0001569003,0.007919521,0.9826821,0.003187455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001274796,0.01600618,0.001421665,0.0002862766,0.004447476,0.002186262,0.9692793,0.003534417,0.001563637],"genre_scores_gemma":[0.003159739,0.0004613434,0.005979715,0.0009091274,0.005018956,0.0008160765,0.9749088,0.005515029,0.003231268],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09342602,"threshold_uncertainty_score":0.999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234337687405578,"score_gpt":0.2790241917821473,"score_spread":0.2466808149080915,"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."}}