{"id":"W6976217425","doi":"10.60510/awfwi02581","title":"IGSN AWFWI02581 (EN22037-T15): 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008751279,0.001528631,0.001585413,0.008587945,0.002506168,0.001838557,0.002677874,0.00147858,0.1101317],"category_scores_gemma":[0.002626832,0.000892176,0.000713693,0.01820677,0.0005889955,0.0008906543,0.002338828,0.0008838132,0.09884916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023714,"about_ca_system_score_gemma":0.006234147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.192212,"about_ca_topic_score_gemma":0.3249845,"domain_scores_codex":[0.9989228,0.00004389991,0.0001098146,0.0003832433,0.0002448606,0.0002954462],"domain_scores_gemma":[0.9981701,0.0001328536,0.0001778735,0.0005290395,0.0007520451,0.0002379829],"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":[0.0004104733,0.00005838614,0.01544396,0.001833903,0.0001667551,0.0002742335,0.001404881,0.0003232081,0.00710605,0.00261506,0.9377,0.03266302],"study_design_scores_gemma":[0.00005469958,0.00001721287,0.05298106,0.0001931422,0.0001108632,0.0001591185,0.0004404907,0.00007176731,0.0008971235,0.0006659811,0.9443763,0.00003211326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003212535,0.0001063139,0.0008549148,0.00003138645,0.00003926552,0.00005680897,0.9861049,0.0008398068,0.008753947],"genre_scores_gemma":[0.003028307,0.00009151341,0.00134461,0.00004363186,0.000007101571,0.0001637285,0.9889773,0.0007911594,0.005552677],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.807788,"threshold_uncertainty_score":0.3821865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162142736054252,"score_gpt":0.2729041514735959,"score_spread":0.2412827241130533,"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."}}